first

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
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+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.pdf filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.git filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,147 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+.DS_store
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+#IntelliJ Idea Files
+.idea
+.idea/*
+
+# Vscode's Files
+.vscode
+.vscode/*
+
+scripts/similarity/config.yml
+
+# Personal Data / Secrets
+*.local.yml
+
+# Processed or local files
+/Data/Processed/*
+*.local.pdf

.pre-commit-config.yaml

@@ -0,0 +1,57 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: debug-statements
+    -   id: double-quote-string-fixer
+    -   id: name-tests-test
+    -   id: requirements-txt-fixer
+-   repo: https://github.com/asottile/setup-cfg-fmt
+    rev: v2.5.0
+    hooks:
+    -   id: setup-cfg-fmt
+-   repo: https://github.com/psf/black
+    rev: 22.10.0
+    hooks:
+    -   id: black
+-   repo: https://github.com/pre-commit/mirrors-isort
+    rev: v5.9.2
+    hooks:
+    -   id: isort
+        args: ["--profile", "black"]
+-   repo: https://github.com/PyCQA/flake8
+    rev: 7.0.0
+    hooks:
+    -   id: flake8
+-   repo: https://github.com/PyCQA/docformatter
+    rev: v1.7.1
+    hooks:
+    - id: docformatter
+      additional_dependencies: [tomli]
+      args: [--in-place, --config, ./pyproject.toml]
+-   repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.8.0
+    hooks:
+    -   id: mypy
+        exclude: ^(docs/|example-plugin/)
+-   repo: https://github.com/asottile/pyupgrade
+    rev: v3.15.0
+    hooks:
+    -   id: pyupgrade
+        args: [--py38-plus]
+-   repo: https://github.com/pycqa/pydocstyle
+    rev: 6.3.0
+    hooks:
+    - id: pydocstyle
+-   repo: https://github.com/myint/eradicate
+    rev: '2.2.0'
+    hooks:
+    - id: eradicate
+      args: []
+-   repo: https://github.com/hhatto/autopep8
+    rev: v2.1.0
+    hooks:
+    -   id: autopep8

CODE_OF_CONDUCT.md

@@ -0,0 +1,132 @@
+# Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+[saurabh@resumematcher.fyi](mailto:saurabh@resumematcher.fyi).
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series of
+actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
+[https://www.contributor-covenant.org/translations][translations].
+
+[homepage]: https://www.contributor-covenant.org
+[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
+[Mozilla CoC]: https://github.com/mozilla/diversity
+[FAQ]: https://www.contributor-covenant.org/faq
+[translations]: https://www.contributor-covenant.org/translations

CONTRIBUTING.md

@@ -0,0 +1,207 @@
+# Contributing to Resume-Matcher on GitHub
+
+Thank you for taking the time to contribute to [Resume-Matcher](https://github.com/srbhr/Resume-Matcher).
+
+We want you to have a great experience making your first contribution.
+
+This contribution could be anything from a small fix to a typo in our
+documentation or a full feature.
+
+Tell us what you enjoy working on and we would love to help!
+
+If you would like to contribute, but don't know where to start, check the
+issues that are labeled
+`good first issue`
+or
+`help wanted`.
+
+Contributions make the open-source community a fantastic place to learn, inspire, and create. Any contributions you make are greatly appreciated.
+
+The development branch is `main`. This is the branch where all pull requests should be made.
+
+## Reporting Bugs
+
+Please try to create bug reports that are:
+
+- Reproducible. Include steps to reproduce the problem.
+- Specific. Include as much detail as possible: which version, what environment, etc.
+- Unique. Do not duplicate existing opened issues.
+- Scoped to a Single Bug. One bug per report.
+
+## Testing
+
+Please test your changes before submitting the PR.
+
+## Good First Issues
+
+We have a list of `help wanted` and `good first issue` that contains small features and bugs with a relatively limited scope. Nevertheless, this is a great place to get started, gain experience, and get familiar with our contribution process.
+
+## Development
+
+Follow these steps to set up the environment and run the application.
+
+## How to install
+
+1. Fork the repository [here](https://github.com/srbhr/Resume-Matcher/fork).
+
+2. Clone the forked repository.
+
+   ```bash
+   git clone https://github.com/<YOUR-USERNAME>/Resume-Matcher.git
+   cd Resume-Matcher
+   ```
+
+3. Create a Python Virtual Environment:
+
+   - Using [virtualenv](https://learnpython.com/blog/how-to-use-virtualenv-python/):
+
+     _Note_: Check how to install virtualenv on your system here [link](https://learnpython.com/blog/how-to-use-virtualenv-python/).
+
+     ```bash
+     virtualenv env
+     ```
+
+   **OR**
+
+   - Create a Python Virtual Environment:
+
+     ```bash
+     python -m venv env
+     ```
+
+4. Activate the Virtual Environment.
+
+   - On Windows.
+
+     ```bash
+     env\Scripts\activate
+     ```
+
+   - On macOS and Linux.
+
+     ```bash
+     source env/bin/activate
+     ```
+
+    **OPTIONAL (For pyenv users)**
+
+   Run the application with pyenv (Refer to this [article](https://realpython.com/intro-to-pyenv/#installing-pyenv))
+
+   - Build dependencies (on ubuntu)
+      ```
+      sudo apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev xz-utils tk-dev libffi-dev liblzma-dev python openssl
+      ```
+      ```
+
+      sudo apt-get install build-essential zlib1g-dev libffi-dev libssl-dev libbz2-dev libreadline-dev libsqlite3-dev liblzma-dev libncurses-dev
+
+      sudo apt-get install python-tk python3-tk tk-dev
+
+      sudo apt-get install build-essential zlib1g-dev libffi-dev libssl-dev libbz2-dev libreadline-dev libsqlite3-dev liblzma-dev
+
+      ```
+
+        - pyenv installer
+     ```
+        curl https://pyenv.run | bash
+     ```
+   - Install desired python version
+     ```
+       pyenv install -v 3.11.0
+     ```
+
+   - pyenv with virtual enviroment
+     ```
+        pyenv virtualenv 3.11.0 venv
+     ```
+
+   - Activate virtualenv with pyenv
+     ```
+        pyenv activate venv
+     ```
+
+     5. Install Dependencies:
+
+   ```bash
+   pip install -r requirements.txt
+   ```
+
+6. Prepare Data:
+
+   - Resumes: Place your resumes in PDF format in the `Data/Resumes` folder. Remove any existing contents in this folder.
+   - Job Descriptions: Place your job descriptions in PDF format in the `Data/JobDescription` folder. Remove any existing contents in this folder.
+
+7. Parse Resumes to JSON:
+
+   ```python
+   python run_first.py
+   ```
+
+   8. Run the Application:
+
+   ```python
+   streamlit run streamlit_app.py
+   ```
+
+**Note**: For local versions, you do not need to run "streamlit_second.py" as it is specifically for deploying to Streamlit servers.
+
+**Additional Note**: The Vector Similarity part is precomputed to optimize performance due to the resource-intensive nature of sentence encoders that require significant GPU and RAM resources. If you are interested in leveraging this feature in a Google Colab environment for free, refer to the upcoming blog (link to be provided) for further guidance.
+
+<br/>
+
+### Docker
+
+1. Build the image and start application
+
+   ```bash
+       docker-compose up
+   ```
+
+2. Open `localhost:80` on your browser
+
+<br/>
+
+### Running the Web Application
+
+The full stack Next.js (React and FastAPI) web application allows users to interact with the Resume Matcher tool interactively via a web browser.
+
+To run the full stack web application (frontend client and backend api servers), follow the instructions over on the [webapp README](/webapp/README.md) file.
+
+## Code Formatting
+
+This project uses [Black](https://black.readthedocs.io/en/stable/) for code formatting. We believe this helps to keep the code base consistent and reduces the cognitive load when reading code.
+
+Before submitting your pull request, please make sure your changes are in accordance with the Black style guide. You can format your code by running the following command in your terminal:
+
+```sh
+black .
+```
+
+## Pre-commit Hooks
+
+We also use [pre-commit](https://pre-commit.com/) to automatically check for common issues before commits are submitted. This includes checks for code formatting with Black.
+
+If you haven't already, please install the pre-commit hooks by running the following command in your terminal:
+
+```sh
+pip install pre-commit
+pre-commit install
+```
+
+Now, the pre-commit hooks will automatically run every time you commit your changes. If any of the hooks fail, the commit will be aborted.
+
+## Join Us, Contribute!
+
+Pull Requests & Issues are not just welcomed, they're celebrated! Let's create together.
+
+🎉 Join our lively [Discord](https://dsc.gg/resume-matcher) community and discuss away!
+
+💡 Spot a problem? Create an issue!
+
+👩‍💻 Dive in and help resolve existing [issues](https://github.com/srbhr/Resume-Matcher/issues).
+
+🔔 Share your thoughts in our [Discussions & Announcements](https://github.com/srbhr/Resume-Matcher/discussions).
+
+🚀 Explore and improve our [Landing Page](https://github.com/srbhr/website-for-resume-matcher). PRs always welcome!
+
+📚 Contribute to the [Resume Matcher Docs](https://github.com/srbhr/Resume-Matcher-Docs) and help people get started with using the software.

Data/JobDescription/job_desc_cf.pdf

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Data/JobDescription/job_desc_pigment.pdf

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+size 107831

Data/Resumes/Erwin Baragula - Resume_V1_edited.pdf

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Data/Resumes/Erwin Baragula - Resume_edited.pdf

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+size 227377

Demo/DemoData.py

@@ -0,0 +1,33 @@
+jobs = [
+    {
+        "job_desc": "Job Description Product Manager 10+ Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nTech Solutions is a global leader in the technology industry specializing in the development of cuttingedge\nsoftware products We’re currently looking for a seasoned Product Manager with over 10 years of experience\nto join our dynamic team\nJob Description\nThe Product Manager will be responsible for guiding the success of a product and leading the crossfunctional\nteam that is responsible for improving it This is an important organizational role that sets the strategy\nroadmap and feature definition for a product or product line\nResponsibilities\n•Define the product strategy and roadmap\n•Deliver MRDs and PRDs with prioritized features and corresponding justification\n•Work with external third parties to assess partnerships and licensing opportunities\n•Run beta and pilot programs with earlystage products and samples\n•Be an expert with respect to the competition\n•Act as a leader within the company\n•Develop the core positioning and messaging for the product\n•Perform product demos to customers\n•Set pricing to meet revenue and profitability goals\nRequirements\n•10+ years of experience in product management\n•Demonstrated success defining and launching excellent products\n•Excellent written and verbal communication skills\n•Technical background with experience in software development\n•Excellent teamwork skills\n•Proven ability to influence crossfunctional teams without formal authority\n•Must be able to travel 20\n•Bachelor’s degree MBA preferred\n1 Benefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is an equal opportunity employer We celebrate diversity and are committed to creating\nan inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Senior Full Stack Engineer 5+ Years of\nExperience\nTech Solutions San Francisco CA USA\nAbout Us\nTech Solutions is a leading technology company that creates innovative solutions across a variety of industries\nOur mission is to improve lives through advanced technology We’re currently seeking a Senior Full Stack\nEngineer to join our dynamic team\nJob Description\nWe’re looking for a Senior Full Stack Engineer with 5+ years of experience in developing web applications\nThe successful candidate will have experience working with both frontend and backend technologies and\nwill be capable of overseeing projects from conception to production deployment\nResponsibilities\n•Developing front end website architecture\n•Designing user interactions on web pages\n•Developing back end website applications\n•Creating servers and databases for functionality\n•Ensuring crossplatform optimization for mobile phones\n•Seeing through a project from conception to finished product\n•Designing and developing APIs\n•Meeting both technical and consumer needs\n•Staying abreast of developments in web applications and programming languages\nRequirements\n•Degree in Computer Science or similar field\n•5+ years of experience in web development\n•Strong organizational and project management skills\n•Proficiency with fundamental front end languages such as HTML CSS and JavaScript\n•Proficiency with serverside languages such as Python Ruby Java PHP and Net\n•Familiarity with database technology such as MySQL Oracle and MongoDB\n1 •Excellent verbal communication skills\n•Good problemsolving skills\n•Attention to detail\nBenefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is an equal opportunity employer and we value diversity at our company\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Front End Engineer 2 Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nAt Tech Solutions we are on a mission to build products that solve complex problems and improve people’s\nlives We are seeking a talented Front End Engineer to join our dynamic team in San Francisco\nJob Description\nWe are looking for a Front End Engineer with at least 2 years of experience in developing scalable and\nuserfriendly web applications The successful candidate will be proficient in modern JavaScript frameworks\nand libraries HTML CSS and responsive design principles This role will contribute significantly to the\ncreation and implementation of user interfaces for our web applications\nResponsibilities\n•Develop new userfacing features using modern JavaScript frameworks like Reactjs Vuejs or Angu\nlarjs\n•Build reusable code and libraries for future use\n•Ensure the technical feasibility of UI/UX designs\n•Optimize application for maximum speed and scalability\n•Assure that all user input is validated before submitting to backend services\n•Collaborate with other team members and stakeholders\nRequirements\n•2 years of experience as a Front End Developer or similar role\n•Proficiency in web markup including HTML5 CSS3\n•Knowledge of modern JavaScript programming and experience with libraries like jQuery\n•Familiarity with modern frontend build pipelines and tools\n•Experience with popular frontend frameworks such as React Vue or Angular\n•Familiarity with code versioning tools such as Git\n•Degree in Computer Science Engineering or a related field\n1 Benefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is proud to be an equal opportunity employer We celebrate diversity and are committed\nto creating an inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Java Developer 3 Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nAt Tech Solutions we believe in the power of technology to solve complex problems We are a dynamic\nforwardthinking tech company specializing in custom software solutions for various industries We are\nseeking a talented and experienced Java Developer to join our team\nJob Description\nWe are seeking a skilled Java Developer with at least 3 years of experience in building highperforming scal\nable enterprisegrade applications You will be part of a talented software team that works on missioncritical\napplications Your roles and responsibilities will include managing Java/Java EE application development\nwhile providing expertise in the full software development lifecycle\nResponsibilities\n•Designing implementing and maintaining Java applications that are often highvolume and low\nlatency required for missioncritical systems\n•Delivering high availability and performance\n•Contributing to all phases of the development lifecycle\n•Writing welldesigned efficient and testable code\n•Conducting software analysis programming testing and debugging\n•Ensuring designs comply with specifications\n•Preparing and producing releases of software components\n•Supporting continuous improvement by investigating alternatives and technologies and presenting these\nfor architectural review\nRequirements\n•BS/MS degree in Computer Science Engineering or a related subject\n•Proven handson Software Development experience\n•Proven working experience in Java development\n•Handson experience in designing and developing applications using Java EE platforms\n•ObjectOriented Analysis and design using common design patterns\n•Profound insight of Java and JEE internals Classloading Memory Management Transaction man\nagement etc\n1 •Excellent knowledge of Relational Databases SQL and ORM technologies JPA2 Hibernate\n•Experience in developing web applications using at least one popular web framework JSF Wicket\nGWT Spring MVC\n•Experience with testdriven development\nBenefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is proud to be an equal opportunity employer We celebrate diversity and are committed\nto creating an inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+]
+
+
+resumes = [
+    {
+        "resume": "JOHN DOE\n123 Main St Anywhere USA    \nLinkedIn linkedincom/in/johndoe  GitHub githubcom/johndoe\nPROFESSIONAL SUMMARY\nHighly skilled Full Stack Developer with over 5 years of experience in Java and Angular development\nspecializing in designing building testing and maintaining web applications Proficient in an assortment\nof technologies including Java Spring Boot Angular HTML5 CSS3 and SQL Exceptional ability to\nwork in a team and selfdirect Committed to providing highquality results with little supervision\nSKILLS\n•Java and J2EE\n•Spring Boot Spring MVC and Hibernate\n•Angular versions 2+\n•JavaScript TypeScript HTML5 CSS3 and Bootstrap\n•RESTful APIs\n•SQL and NoSQL databases MySQL MongoDB\n•Agile and Scrum\n•Git and GitHub\n•Junit and Mockito\n•Docker\nWORK EXPERIENCE\nFull Stack Java Developer  ABC Company Inc Anywhere USA June 2018  Present\n•Developed scalable robust and maintainable enterpriselevel applications using Java and Spring\nBoot\n•Used Angular for developing dynamic and responsive web frontends improving user experience\nby 30\n•Integrated applications with MySQL and MongoDB databases to store and retrieve data efficiently\n•Collaborated in an Agile development team to deliver highquality software every sprint\n•Created RESTful services and APIs for frontend and thirdparty applications\n•Wrote unit tests using Junit and Mockito for robust testing of application components\nSoftware Developer  XYZ Solutions Anywhere USA July 2016  June 2018\n•Participated in the complete software development life cycle from requirement analysis to deploy\nment\n•Implemented business logic using Java and enhanced user interface using Angular\n•Developed and maintained SQL and NoSQL databases implementing complex queries for business\nneeds\n•Utilized Git for version control and collaborated with team members via GitHub\n•Assisted in troubleshooting software debugging and system enhancements\n1 EDUCATION\nBachelor of Science in Computer Science  State University Anywhere USA May 2016\nCERTIFICATIONS\n•Oracle Certified Professional Java SE 8 Programmer\n•Certified Angular Developer\n2"
+    },
+    {
+        "resume": "Alfred Pennyworth\nProduct ManagerSilicon Valley CA USA\n♂¶obilealt\n/envel⌢\n/linkedininapennyworth\n\nProfessional Summary\nSeasoned Product Manager with over 20 years of experience in software development and product\nmanagement having worked at all FAANG companies Exceptional leadership skills strategic\nthinking and a track record of managing products from conception to market success\nSkills\nProduct management Agile methodologies Leadership Communication Project\nmanagement User Experience Design Market Research Data Analysis Java\nPython JavaScript HTML/CSS SQL AWS\nExperience\n2017 \nPresentProduct Manager Google  Mountain View CA USA\nLeading crossfunctional teams to design develop and launch innovative products Devel\noping product strategies and making datadriven decisions to improve user experience and\nmeet business goals\n2012  2017 Software Development Engineer III Amazon  Seattle WA USA\nLed a team of developers in building scalable and highperforming ecommerce applications\nSuccessfully delivered multiple projects within the stipulated time and budget\n2007  2012 Software Development Engineer II Apple  Cupertino CA USA\nDesigned and implemented software components for various Apple services Optimized the\nperformance of applications and improved code quality through thorough testing\n2002  2007 Software Development Engineer I Netflix  Los Gatos CA USA\nDeveloped and maintained the user interface for the Netflix web application Worked closely\nwith product managers and designers to create an optimal user experience\n1999  2002 Software Development Engineer I Facebook  Menlo Park CA USA\nPlayed a key role in the development of early Facebook features Implemented scalable\nbackend services using Java and SQL\nEducation\n2016  2018 Master of Business Administration Stanford University  Stanford CA USA\n1997  1999 Master of Science in Computer Science Massachusetts Institute of Technology \nCambridge MA USA\n1994  1997 Bachelor of Science in Computer Science University of California Berkeley \nBerkeley CA USA\nProjects\n1/2 2020 \nPresentPersonal Project Home Automation System\nDeveloped a smart home automation system using Raspberry Pi and Python The system\nautomates various home appliances based on user behavior and preferences contributing to\nenergy saving and improved user convenience\n2/2"
+    },
+    {
+        "resume": "Harvey Dent\nMachine Learning Engineer321 Gotham St\nGotham USA\n♂¶obilealt\n/envel⌢\n/linkedininhdent\n/githubhdent\nProfessional Summary\nMachine Learning Engineer with 5 years of experience in designing building and deploying predictive\nmodels and deep learning systems Proficient in Python TensorFlow PyTorch and Scikitlearn\nCurrently leading a team of AI engineers at OpenAI\nSkills\nPython R TensorFlow PyTorch Scikitlearn Keras SQL NoSQL Git Docker\nKubernetes Agile and Scrum Statistics Data visualization Deep Learning Natural\nLanguage Processing\nExperience\n2021 \nPresentMachine Learning Engineer OpenAI  San Francisco USA\nLeading a team of AI engineers Designed and implemented deep learning models for natural\nlanguage processing tasks Improved the efficiency of model training and data processing\npipelines Published several research papers in toptier AI conferences\n2018  2021 Data Scientist Uber  San Francisco USA\nDeveloped and deployed machine learning models to improve the efficiency of ride allocation\nalgorithms Utilized TensorFlow and PyTorch for developing predictive models Analyzed\nand visualized large data sets to drive business strategies\n2016  2018 Junior Data Analyst Facebook  Menlo Park USA\nAnalyzed and visualized large datasets using Python and R Assisted in the development of\nmachine learning models for user behavior prediction Conducted A/B testing and provided\ninsights to the product team\nEducation\n2014  2016 Master of Science in Computer Science Specialization in AI MIT Cambridge\nUSA\n2010  2014 Bachelor of Science in Computer Science UC San Diego  San Diego USA\nProjects\n2021 \nPresentPersonal Project Predictive Stock Trading Model\nDeveloped a predictive stock trading model using deep learning and time series analysis\nUsed PyTorch for model development and Docker for deployment The model predicts stock\nprices with a high degree of accuracy and automates trading decisions"
+    },
+    {
+        "resume": "Bruce Wayne\nMERN Stack Developer123 Gotham St\nGotham USA\n♂¶obilealt\n/envel⌢\n/linkedininbwayne\n\nProfessional Summary\nHighly skilled MERN Stack Developer with over 10 years of experience specializing in designing\nbuilding and maintaining complex web applications Proficient in MongoDB Expressjs React and\nNodejs Currently contributing to the development of AI technologies at OpenAI with a primary\nfocus on the ChatGPT project\nSkills\nJavaScript and TypeScript MongoDB Expressjs React Nodejs MERN stack\nRESTful APIs Git and GitHub Docker and Kubernetes Agile and Scrum Python\nand Machine Learning basics\nExperience\nJune 2020 \nPresentMERN Stack Developer OpenAI  San Francisco USA\nWorking on the development of the ChatGPT project using Nodejs Expressjs and React\nImplementing RESTful services for communication between frontend and backend Utilizing\nDocker and Kubernetes for deployment and management of applications Working in an\nAgile environment delivering highquality software every sprint Contributing to the design\nand implementation of machine learning algorithms for natural language processing tasks\nJuly 2015 \nMay 2020Full Stack Developer Uber  San Francisco USA\nDeveloped and maintained scalable web applications using MERN stack Ensured the\nperformance quality and responsiveness of applications Successfully deployed solutions\nusing Docker and Kubernetes Collaborated with a team of engineers product managers\nand UX designers Led a team of junior developers conducted code reviews and ensured\nadherence to best coding practices Worked closely with the data science team to optimize\nrecommendation algorithms and enhance user experience\nJune 2012 \nJune 2015Software Developer Facebook  Menlo Park USA\nDeveloped features for the Facebook web application using React Ensured the performance\nof the MongoDB databases Utilized RESTful APIs for communication between different\nparts of the application Worked in a fastpaced testdriven development environment\nAssisted in migrating the legacy system to a modern MERN stack architecture\nEducation\n2009  2012 PhD in Computer Science CalTech  Pasadena USA\n2007  2009 Master of Science in Computer Science MIT Cambridge USA\n2003  2007 Bachelor of Science in Computer Science UC San Diego  San Diego USA\n1/2 Projects\n2019 \nPresentPersonal Project Gotham Event Planner\nCreated a fullfeatured web application to plan and organize events in Gotham city Used\nMERN stack for development and Docker for deployment The application allows users to\ncreate manage and share events and integrates with Google Maps API to display event\nlocations\n2/2"
+    },
+    {
+        "resume": "Barry Allen\nFrontEnd DeveloperGoogle HQ Mountain View CA USA\n♂¶obilealt\n/envel⌢\n/linkedininbwayne\n\nObjective\nSeeking a challenging role as a FrontEnd Developer where I can leverage my knowledge of UI/UX\ndesign and modern web technologies to create intuitive and engaging user interfaces\nEducation\n2018  2022 BTech Computer Science and Engineering Indian Institute of Technology\nDelhi  New Delhi India\nOverall GPA 95/10\nSkills\nJavaScript ES6+ TypeScript HTML5 CSS3 Python React Redux Angular\nVuejs Nodejs Expressjs D3js Git Docker Webpack Babel Google Cloud\nPlatform Firebase RESTful APIs GraphQL Agile Development TestDriven\nDevelopment Responsive Design UI/UX\nExperience\nJune 2022 \nPresentSoftware Engineer FrontEnd Google  Mountain View CA USA\nDeveloping intuitive and engaging user interfaces using React and Redux Working closely\nwith UX designers to implement responsive and accessible web design Participating in\nagile development processes including sprint planning and code reviews Collaborating with\nbackend developers to integrate RESTful APIs and ensure seamless data flow\nProjects\n2022 Personal Expense Tracker\nDeveloped a personal expense tracker application using React Redux and Firebase Imple\nmented user authentication using Firebase Auth and data storage using Firestore Utilized\nD3js for data visualization to provide users with insights into their spending patterns"
+    },
+]

Dockerfile

@@ -0,0 +1,21 @@
+FROM python:3.9-slim
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    software-properties-common \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt ./
+COPY src/ ./src/
+
+RUN pip3 install -r requirements.txt
+
+EXPOSE 8501
+
+HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
+
+ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]

LICENSE

@@ -0,0 +1,201 @@
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+   limitations under the License.

README.md

@@ -0,0 +1,19 @@
+---
+title: Resumematcher
+emoji: 🚀
+colorFrom: red
+colorTo: red
+sdk: docker
+app_port: 8501
+tags:
+- streamlit
+pinned: false
+short_description: Streamlit template space
+---
+
+# Welcome to Streamlit!
+
+Edit `/src/streamlit_app.py` to customize this app to your heart's desire. :heart:
+
+If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
+forums](https://discuss.streamlit.io).

SECURITY.md

@@ -0,0 +1,9 @@
+# Responsible Disclosure
+
+## Reporting a Vulnerability
+
+Resume-Matcher strives to stay ahead of security vulnerabilities but would love to get the community's help in making us aware of the ones we miss.
+
+Please contact a maintainer to report security vulnerabilities and exploits.
+
+We will acknowledge legitimate reports and address them according to their severity.

build.dockerfile

@@ -0,0 +1,11 @@
+FROM python:3.11.0-slim
+WORKDIR /data/Resume-Matcher
+RUN apt-get update
+RUN apt-get install -y build-essential python-dev git
+RUN pip install -U pip setuptools wheel
+COPY requirements.txt requirements.txt
+RUN pip install -r requirements.txt
+COPY . .
+EXPOSE 8501
+RUN python run_first.py
+ENTRYPOINT [ "streamlit", "run", "streamlit_app.py"]

docker-compose.yml

@@ -0,0 +1,8 @@
+services:
+  resume-matcher:
+      image : resume-matcher
+      build:
+        context: ./
+        dockerfile : build.dockerfile
+      ports:
+        - 80:8501

requirements.txt

@@ -0,0 +1,3 @@
+altair
+pandas
+streamlit

resume_matcher/.gitattributes

@@ -0,0 +1,41 @@
+<<<<<<< HEAD
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+=======
+*.git filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+>>>>>>> ac55bbf (First Commit)

resume_matcher/.gitignore

@@ -0,0 +1,147 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+.DS_store
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+#IntelliJ Idea Files
+.idea
+.idea/*
+
+# Vscode's Files
+.vscode
+.vscode/*
+
+scripts/similarity/config.yml
+
+# Personal Data / Secrets
+*.local.yml
+
+# Processed or local files
+/Data/Processed/*
+*.local.pdf

resume_matcher/.pre-commit-config.yaml

@@ -0,0 +1,57 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: debug-statements
+    -   id: double-quote-string-fixer
+    -   id: name-tests-test
+    -   id: requirements-txt-fixer
+-   repo: https://github.com/asottile/setup-cfg-fmt
+    rev: v2.5.0
+    hooks:
+    -   id: setup-cfg-fmt
+-   repo: https://github.com/psf/black
+    rev: 22.10.0
+    hooks:
+    -   id: black
+-   repo: https://github.com/pre-commit/mirrors-isort
+    rev: v5.9.2
+    hooks:
+    -   id: isort
+        args: ["--profile", "black"]
+-   repo: https://github.com/PyCQA/flake8
+    rev: 7.0.0
+    hooks:
+    -   id: flake8
+-   repo: https://github.com/PyCQA/docformatter
+    rev: v1.7.1
+    hooks:
+    - id: docformatter
+      additional_dependencies: [tomli]
+      args: [--in-place, --config, ./pyproject.toml]
+-   repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.8.0
+    hooks:
+    -   id: mypy
+        exclude: ^(docs/|example-plugin/)
+-   repo: https://github.com/asottile/pyupgrade
+    rev: v3.15.0
+    hooks:
+    -   id: pyupgrade
+        args: [--py38-plus]
+-   repo: https://github.com/pycqa/pydocstyle
+    rev: 6.3.0
+    hooks:
+    - id: pydocstyle
+-   repo: https://github.com/myint/eradicate
+    rev: '2.2.0'
+    hooks:
+    - id: eradicate
+      args: []
+-   repo: https://github.com/hhatto/autopep8
+    rev: v2.1.0
+    hooks:
+    -   id: autopep8

resume_matcher/CODE_OF_CONDUCT.md

@@ -0,0 +1,132 @@
+# Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+[saurabh@resumematcher.fyi](mailto:saurabh@resumematcher.fyi).
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series of
+actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
+[https://www.contributor-covenant.org/translations][translations].
+
+[homepage]: https://www.contributor-covenant.org
+[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
+[Mozilla CoC]: https://github.com/mozilla/diversity
+[FAQ]: https://www.contributor-covenant.org/faq
+[translations]: https://www.contributor-covenant.org/translations

resume_matcher/CONTRIBUTING.md

@@ -0,0 +1,207 @@
+# Contributing to Resume-Matcher on GitHub
+
+Thank you for taking the time to contribute to [Resume-Matcher](https://github.com/srbhr/Resume-Matcher).
+
+We want you to have a great experience making your first contribution.
+
+This contribution could be anything from a small fix to a typo in our
+documentation or a full feature.
+
+Tell us what you enjoy working on and we would love to help!
+
+If you would like to contribute, but don't know where to start, check the
+issues that are labeled
+`good first issue`
+or
+`help wanted`.
+
+Contributions make the open-source community a fantastic place to learn, inspire, and create. Any contributions you make are greatly appreciated.
+
+The development branch is `main`. This is the branch where all pull requests should be made.
+
+## Reporting Bugs
+
+Please try to create bug reports that are:
+
+- Reproducible. Include steps to reproduce the problem.
+- Specific. Include as much detail as possible: which version, what environment, etc.
+- Unique. Do not duplicate existing opened issues.
+- Scoped to a Single Bug. One bug per report.
+
+## Testing
+
+Please test your changes before submitting the PR.
+
+## Good First Issues
+
+We have a list of `help wanted` and `good first issue` that contains small features and bugs with a relatively limited scope. Nevertheless, this is a great place to get started, gain experience, and get familiar with our contribution process.
+
+## Development
+
+Follow these steps to set up the environment and run the application.
+
+## How to install
+
+1. Fork the repository [here](https://github.com/srbhr/Resume-Matcher/fork).
+
+2. Clone the forked repository.
+
+   ```bash
+   git clone https://github.com/<YOUR-USERNAME>/Resume-Matcher.git
+   cd Resume-Matcher
+   ```
+
+3. Create a Python Virtual Environment:
+
+   - Using [virtualenv](https://learnpython.com/blog/how-to-use-virtualenv-python/):
+
+     _Note_: Check how to install virtualenv on your system here [link](https://learnpython.com/blog/how-to-use-virtualenv-python/).
+
+     ```bash
+     virtualenv env
+     ```
+
+   **OR**
+
+   - Create a Python Virtual Environment:
+
+     ```bash
+     python -m venv env
+     ```
+
+4. Activate the Virtual Environment.
+
+   - On Windows.
+
+     ```bash
+     env\Scripts\activate
+     ```
+
+   - On macOS and Linux.
+
+     ```bash
+     source env/bin/activate
+     ```
+
+    **OPTIONAL (For pyenv users)**
+
+   Run the application with pyenv (Refer to this [article](https://realpython.com/intro-to-pyenv/#installing-pyenv))
+
+   - Build dependencies (on ubuntu)
+      ```
+      sudo apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev xz-utils tk-dev libffi-dev liblzma-dev python openssl
+      ```
+      ```
+
+      sudo apt-get install build-essential zlib1g-dev libffi-dev libssl-dev libbz2-dev libreadline-dev libsqlite3-dev liblzma-dev libncurses-dev
+
+      sudo apt-get install python-tk python3-tk tk-dev
+
+      sudo apt-get install build-essential zlib1g-dev libffi-dev libssl-dev libbz2-dev libreadline-dev libsqlite3-dev liblzma-dev
+
+      ```
+
+        - pyenv installer
+     ```
+        curl https://pyenv.run | bash
+     ```
+   - Install desired python version
+     ```
+       pyenv install -v 3.11.0
+     ```
+
+   - pyenv with virtual enviroment
+     ```
+        pyenv virtualenv 3.11.0 venv
+     ```
+
+   - Activate virtualenv with pyenv
+     ```
+        pyenv activate venv
+     ```
+
+     5. Install Dependencies:
+
+   ```bash
+   pip install -r requirements.txt
+   ```
+
+6. Prepare Data:
+
+   - Resumes: Place your resumes in PDF format in the `Data/Resumes` folder. Remove any existing contents in this folder.
+   - Job Descriptions: Place your job descriptions in PDF format in the `Data/JobDescription` folder. Remove any existing contents in this folder.
+
+7. Parse Resumes to JSON:
+
+   ```python
+   python run_first.py
+   ```
+
+   8. Run the Application:
+
+   ```python
+   streamlit run streamlit_app.py
+   ```
+
+**Note**: For local versions, you do not need to run "streamlit_second.py" as it is specifically for deploying to Streamlit servers.
+
+**Additional Note**: The Vector Similarity part is precomputed to optimize performance due to the resource-intensive nature of sentence encoders that require significant GPU and RAM resources. If you are interested in leveraging this feature in a Google Colab environment for free, refer to the upcoming blog (link to be provided) for further guidance.
+
+<br/>
+
+### Docker
+
+1. Build the image and start application
+
+   ```bash
+       docker-compose up
+   ```
+
+2. Open `localhost:80` on your browser
+
+<br/>
+
+### Running the Web Application
+
+The full stack Next.js (React and FastAPI) web application allows users to interact with the Resume Matcher tool interactively via a web browser.
+
+To run the full stack web application (frontend client and backend api servers), follow the instructions over on the [webapp README](/webapp/README.md) file.
+
+## Code Formatting
+
+This project uses [Black](https://black.readthedocs.io/en/stable/) for code formatting. We believe this helps to keep the code base consistent and reduces the cognitive load when reading code.
+
+Before submitting your pull request, please make sure your changes are in accordance with the Black style guide. You can format your code by running the following command in your terminal:
+
+```sh
+black .
+```
+
+## Pre-commit Hooks
+
+We also use [pre-commit](https://pre-commit.com/) to automatically check for common issues before commits are submitted. This includes checks for code formatting with Black.
+
+If you haven't already, please install the pre-commit hooks by running the following command in your terminal:
+
+```sh
+pip install pre-commit
+pre-commit install
+```
+
+Now, the pre-commit hooks will automatically run every time you commit your changes. If any of the hooks fail, the commit will be aborted.
+
+## Join Us, Contribute!
+
+Pull Requests & Issues are not just welcomed, they're celebrated! Let's create together.
+
+🎉 Join our lively [Discord](https://dsc.gg/resume-matcher) community and discuss away!
+
+💡 Spot a problem? Create an issue!
+
+👩‍💻 Dive in and help resolve existing [issues](https://github.com/srbhr/Resume-Matcher/issues).
+
+🔔 Share your thoughts in our [Discussions & Announcements](https://github.com/srbhr/Resume-Matcher/discussions).
+
+🚀 Explore and improve our [Landing Page](https://github.com/srbhr/website-for-resume-matcher). PRs always welcome!
+
+📚 Contribute to the [Resume Matcher Docs](https://github.com/srbhr/Resume-Matcher-Docs) and help people get started with using the software.

resume_matcher/Data/JobDescription/job_desc_cf.pdf

@@ -0,0 +1,3 @@
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+oid sha256:9eb61ad0a227259114b043c858d3b3533adf793449c8dd12015c73ecbd7bad10
+size 69577

resume_matcher/Data/JobDescription/job_desc_pigment.pdf

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7193cdcbba9f7dc44340d4ad7ab64ac7df0b9e4b8f318361ff502b1c8b2868f5
+size 107831

resume_matcher/Data/Resumes/Erwin Baragula - Resume_V1_edited.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47d02f3c4789580da2b91e7aeb12e58c1a7789880dfbf1fed28d4ac66365daaf
+size 263375

resume_matcher/Data/Resumes/Erwin Baragula - Resume_edited.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae97325dd1b3d25299626c9937650db75a40dce825ba5dc8f9a2521f94c16e58
+size 227377

resume_matcher/Demo/DemoData.py

@@ -0,0 +1,33 @@
+jobs = [
+    {
+        "job_desc": "Job Description Product Manager 10+ Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nTech Solutions is a global leader in the technology industry specializing in the development of cuttingedge\nsoftware products We’re currently looking for a seasoned Product Manager with over 10 years of experience\nto join our dynamic team\nJob Description\nThe Product Manager will be responsible for guiding the success of a product and leading the crossfunctional\nteam that is responsible for improving it This is an important organizational role that sets the strategy\nroadmap and feature definition for a product or product line\nResponsibilities\n•Define the product strategy and roadmap\n•Deliver MRDs and PRDs with prioritized features and corresponding justification\n•Work with external third parties to assess partnerships and licensing opportunities\n•Run beta and pilot programs with earlystage products and samples\n•Be an expert with respect to the competition\n•Act as a leader within the company\n•Develop the core positioning and messaging for the product\n•Perform product demos to customers\n•Set pricing to meet revenue and profitability goals\nRequirements\n•10+ years of experience in product management\n•Demonstrated success defining and launching excellent products\n•Excellent written and verbal communication skills\n•Technical background with experience in software development\n•Excellent teamwork skills\n•Proven ability to influence crossfunctional teams without formal authority\n•Must be able to travel 20\n•Bachelor’s degree MBA preferred\n1 Benefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is an equal opportunity employer We celebrate diversity and are committed to creating\nan inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Senior Full Stack Engineer 5+ Years of\nExperience\nTech Solutions San Francisco CA USA\nAbout Us\nTech Solutions is a leading technology company that creates innovative solutions across a variety of industries\nOur mission is to improve lives through advanced technology We’re currently seeking a Senior Full Stack\nEngineer to join our dynamic team\nJob Description\nWe’re looking for a Senior Full Stack Engineer with 5+ years of experience in developing web applications\nThe successful candidate will have experience working with both frontend and backend technologies and\nwill be capable of overseeing projects from conception to production deployment\nResponsibilities\n•Developing front end website architecture\n•Designing user interactions on web pages\n•Developing back end website applications\n•Creating servers and databases for functionality\n•Ensuring crossplatform optimization for mobile phones\n•Seeing through a project from conception to finished product\n•Designing and developing APIs\n•Meeting both technical and consumer needs\n•Staying abreast of developments in web applications and programming languages\nRequirements\n•Degree in Computer Science or similar field\n•5+ years of experience in web development\n•Strong organizational and project management skills\n•Proficiency with fundamental front end languages such as HTML CSS and JavaScript\n•Proficiency with serverside languages such as Python Ruby Java PHP and Net\n•Familiarity with database technology such as MySQL Oracle and MongoDB\n1 •Excellent verbal communication skills\n•Good problemsolving skills\n•Attention to detail\nBenefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is an equal opportunity employer and we value diversity at our company\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Front End Engineer 2 Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nAt Tech Solutions we are on a mission to build products that solve complex problems and improve people’s\nlives We are seeking a talented Front End Engineer to join our dynamic team in San Francisco\nJob Description\nWe are looking for a Front End Engineer with at least 2 years of experience in developing scalable and\nuserfriendly web applications The successful candidate will be proficient in modern JavaScript frameworks\nand libraries HTML CSS and responsive design principles This role will contribute significantly to the\ncreation and implementation of user interfaces for our web applications\nResponsibilities\n•Develop new userfacing features using modern JavaScript frameworks like Reactjs Vuejs or Angu\nlarjs\n•Build reusable code and libraries for future use\n•Ensure the technical feasibility of UI/UX designs\n•Optimize application for maximum speed and scalability\n•Assure that all user input is validated before submitting to backend services\n•Collaborate with other team members and stakeholders\nRequirements\n•2 years of experience as a Front End Developer or similar role\n•Proficiency in web markup including HTML5 CSS3\n•Knowledge of modern JavaScript programming and experience with libraries like jQuery\n•Familiarity with modern frontend build pipelines and tools\n•Experience with popular frontend frameworks such as React Vue or Angular\n•Familiarity with code versioning tools such as Git\n•Degree in Computer Science Engineering or a related field\n1 Benefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is proud to be an equal opportunity employer We celebrate diversity and are committed\nto creating an inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+    {
+        "job_desc": "Job Description Java Developer 3 Years of Experience\nTech Solutions San Francisco CA USA\nAbout Us\nAt Tech Solutions we believe in the power of technology to solve complex problems We are a dynamic\nforwardthinking tech company specializing in custom software solutions for various industries We are\nseeking a talented and experienced Java Developer to join our team\nJob Description\nWe are seeking a skilled Java Developer with at least 3 years of experience in building highperforming scal\nable enterprisegrade applications You will be part of a talented software team that works on missioncritical\napplications Your roles and responsibilities will include managing Java/Java EE application development\nwhile providing expertise in the full software development lifecycle\nResponsibilities\n•Designing implementing and maintaining Java applications that are often highvolume and low\nlatency required for missioncritical systems\n•Delivering high availability and performance\n•Contributing to all phases of the development lifecycle\n•Writing welldesigned efficient and testable code\n•Conducting software analysis programming testing and debugging\n•Ensuring designs comply with specifications\n•Preparing and producing releases of software components\n•Supporting continuous improvement by investigating alternatives and technologies and presenting these\nfor architectural review\nRequirements\n•BS/MS degree in Computer Science Engineering or a related subject\n•Proven handson Software Development experience\n•Proven working experience in Java development\n•Handson experience in designing and developing applications using Java EE platforms\n•ObjectOriented Analysis and design using common design patterns\n•Profound insight of Java and JEE internals Classloading Memory Management Transaction man\nagement etc\n1 •Excellent knowledge of Relational Databases SQL and ORM technologies JPA2 Hibernate\n•Experience in developing web applications using at least one popular web framework JSF Wicket\nGWT Spring MVC\n•Experience with testdriven development\nBenefits\n•Competitive salary package\n•Health dental and vision insurance\n•Retirement savings plan\n•Professional development opportunities\n•Flexible work hours\nTech Solutions is proud to be an equal opportunity employer We celebrate diversity and are committed\nto creating an inclusive environment for all employees\nHow to Apply\nTo apply please submit your resume and a brief explanation of your relevant experience to  \n2"
+    },
+]
+
+
+resumes = [
+    {
+        "resume": "JOHN DOE\n123 Main St Anywhere USA    \nLinkedIn linkedincom/in/johndoe  GitHub githubcom/johndoe\nPROFESSIONAL SUMMARY\nHighly skilled Full Stack Developer with over 5 years of experience in Java and Angular development\nspecializing in designing building testing and maintaining web applications Proficient in an assortment\nof technologies including Java Spring Boot Angular HTML5 CSS3 and SQL Exceptional ability to\nwork in a team and selfdirect Committed to providing highquality results with little supervision\nSKILLS\n•Java and J2EE\n•Spring Boot Spring MVC and Hibernate\n•Angular versions 2+\n•JavaScript TypeScript HTML5 CSS3 and Bootstrap\n•RESTful APIs\n•SQL and NoSQL databases MySQL MongoDB\n•Agile and Scrum\n•Git and GitHub\n•Junit and Mockito\n•Docker\nWORK EXPERIENCE\nFull Stack Java Developer  ABC Company Inc Anywhere USA June 2018  Present\n•Developed scalable robust and maintainable enterpriselevel applications using Java and Spring\nBoot\n•Used Angular for developing dynamic and responsive web frontends improving user experience\nby 30\n•Integrated applications with MySQL and MongoDB databases to store and retrieve data efficiently\n•Collaborated in an Agile development team to deliver highquality software every sprint\n•Created RESTful services and APIs for frontend and thirdparty applications\n•Wrote unit tests using Junit and Mockito for robust testing of application components\nSoftware Developer  XYZ Solutions Anywhere USA July 2016  June 2018\n•Participated in the complete software development life cycle from requirement analysis to deploy\nment\n•Implemented business logic using Java and enhanced user interface using Angular\n•Developed and maintained SQL and NoSQL databases implementing complex queries for business\nneeds\n•Utilized Git for version control and collaborated with team members via GitHub\n•Assisted in troubleshooting software debugging and system enhancements\n1 EDUCATION\nBachelor of Science in Computer Science  State University Anywhere USA May 2016\nCERTIFICATIONS\n•Oracle Certified Professional Java SE 8 Programmer\n•Certified Angular Developer\n2"
+    },
+    {
+        "resume": "Alfred Pennyworth\nProduct ManagerSilicon Valley CA USA\n♂¶obilealt\n/envel⌢\n/linkedininapennyworth\n\nProfessional Summary\nSeasoned Product Manager with over 20 years of experience in software development and product\nmanagement having worked at all FAANG companies Exceptional leadership skills strategic\nthinking and a track record of managing products from conception to market success\nSkills\nProduct management Agile methodologies Leadership Communication Project\nmanagement User Experience Design Market Research Data Analysis Java\nPython JavaScript HTML/CSS SQL AWS\nExperience\n2017 \nPresentProduct Manager Google  Mountain View CA USA\nLeading crossfunctional teams to design develop and launch innovative products Devel\noping product strategies and making datadriven decisions to improve user experience and\nmeet business goals\n2012  2017 Software Development Engineer III Amazon  Seattle WA USA\nLed a team of developers in building scalable and highperforming ecommerce applications\nSuccessfully delivered multiple projects within the stipulated time and budget\n2007  2012 Software Development Engineer II Apple  Cupertino CA USA\nDesigned and implemented software components for various Apple services Optimized the\nperformance of applications and improved code quality through thorough testing\n2002  2007 Software Development Engineer I Netflix  Los Gatos CA USA\nDeveloped and maintained the user interface for the Netflix web application Worked closely\nwith product managers and designers to create an optimal user experience\n1999  2002 Software Development Engineer I Facebook  Menlo Park CA USA\nPlayed a key role in the development of early Facebook features Implemented scalable\nbackend services using Java and SQL\nEducation\n2016  2018 Master of Business Administration Stanford University  Stanford CA USA\n1997  1999 Master of Science in Computer Science Massachusetts Institute of Technology \nCambridge MA USA\n1994  1997 Bachelor of Science in Computer Science University of California Berkeley \nBerkeley CA USA\nProjects\n1/2 2020 \nPresentPersonal Project Home Automation System\nDeveloped a smart home automation system using Raspberry Pi and Python The system\nautomates various home appliances based on user behavior and preferences contributing to\nenergy saving and improved user convenience\n2/2"
+    },
+    {
+        "resume": "Harvey Dent\nMachine Learning Engineer321 Gotham St\nGotham USA\n♂¶obilealt\n/envel⌢\n/linkedininhdent\n/githubhdent\nProfessional Summary\nMachine Learning Engineer with 5 years of experience in designing building and deploying predictive\nmodels and deep learning systems Proficient in Python TensorFlow PyTorch and Scikitlearn\nCurrently leading a team of AI engineers at OpenAI\nSkills\nPython R TensorFlow PyTorch Scikitlearn Keras SQL NoSQL Git Docker\nKubernetes Agile and Scrum Statistics Data visualization Deep Learning Natural\nLanguage Processing\nExperience\n2021 \nPresentMachine Learning Engineer OpenAI  San Francisco USA\nLeading a team of AI engineers Designed and implemented deep learning models for natural\nlanguage processing tasks Improved the efficiency of model training and data processing\npipelines Published several research papers in toptier AI conferences\n2018  2021 Data Scientist Uber  San Francisco USA\nDeveloped and deployed machine learning models to improve the efficiency of ride allocation\nalgorithms Utilized TensorFlow and PyTorch for developing predictive models Analyzed\nand visualized large data sets to drive business strategies\n2016  2018 Junior Data Analyst Facebook  Menlo Park USA\nAnalyzed and visualized large datasets using Python and R Assisted in the development of\nmachine learning models for user behavior prediction Conducted A/B testing and provided\ninsights to the product team\nEducation\n2014  2016 Master of Science in Computer Science Specialization in AI MIT Cambridge\nUSA\n2010  2014 Bachelor of Science in Computer Science UC San Diego  San Diego USA\nProjects\n2021 \nPresentPersonal Project Predictive Stock Trading Model\nDeveloped a predictive stock trading model using deep learning and time series analysis\nUsed PyTorch for model development and Docker for deployment The model predicts stock\nprices with a high degree of accuracy and automates trading decisions"
+    },
+    {
+        "resume": "Bruce Wayne\nMERN Stack Developer123 Gotham St\nGotham USA\n♂¶obilealt\n/envel⌢\n/linkedininbwayne\n\nProfessional Summary\nHighly skilled MERN Stack Developer with over 10 years of experience specializing in designing\nbuilding and maintaining complex web applications Proficient in MongoDB Expressjs React and\nNodejs Currently contributing to the development of AI technologies at OpenAI with a primary\nfocus on the ChatGPT project\nSkills\nJavaScript and TypeScript MongoDB Expressjs React Nodejs MERN stack\nRESTful APIs Git and GitHub Docker and Kubernetes Agile and Scrum Python\nand Machine Learning basics\nExperience\nJune 2020 \nPresentMERN Stack Developer OpenAI  San Francisco USA\nWorking on the development of the ChatGPT project using Nodejs Expressjs and React\nImplementing RESTful services for communication between frontend and backend Utilizing\nDocker and Kubernetes for deployment and management of applications Working in an\nAgile environment delivering highquality software every sprint Contributing to the design\nand implementation of machine learning algorithms for natural language processing tasks\nJuly 2015 \nMay 2020Full Stack Developer Uber  San Francisco USA\nDeveloped and maintained scalable web applications using MERN stack Ensured the\nperformance quality and responsiveness of applications Successfully deployed solutions\nusing Docker and Kubernetes Collaborated with a team of engineers product managers\nand UX designers Led a team of junior developers conducted code reviews and ensured\nadherence to best coding practices Worked closely with the data science team to optimize\nrecommendation algorithms and enhance user experience\nJune 2012 \nJune 2015Software Developer Facebook  Menlo Park USA\nDeveloped features for the Facebook web application using React Ensured the performance\nof the MongoDB databases Utilized RESTful APIs for communication between different\nparts of the application Worked in a fastpaced testdriven development environment\nAssisted in migrating the legacy system to a modern MERN stack architecture\nEducation\n2009  2012 PhD in Computer Science CalTech  Pasadena USA\n2007  2009 Master of Science in Computer Science MIT Cambridge USA\n2003  2007 Bachelor of Science in Computer Science UC San Diego  San Diego USA\n1/2 Projects\n2019 \nPresentPersonal Project Gotham Event Planner\nCreated a fullfeatured web application to plan and organize events in Gotham city Used\nMERN stack for development and Docker for deployment The application allows users to\ncreate manage and share events and integrates with Google Maps API to display event\nlocations\n2/2"
+    },
+    {
+        "resume": "Barry Allen\nFrontEnd DeveloperGoogle HQ Mountain View CA USA\n♂¶obilealt\n/envel⌢\n/linkedininbwayne\n\nObjective\nSeeking a challenging role as a FrontEnd Developer where I can leverage my knowledge of UI/UX\ndesign and modern web technologies to create intuitive and engaging user interfaces\nEducation\n2018  2022 BTech Computer Science and Engineering Indian Institute of Technology\nDelhi  New Delhi India\nOverall GPA 95/10\nSkills\nJavaScript ES6+ TypeScript HTML5 CSS3 Python React Redux Angular\nVuejs Nodejs Expressjs D3js Git Docker Webpack Babel Google Cloud\nPlatform Firebase RESTful APIs GraphQL Agile Development TestDriven\nDevelopment Responsive Design UI/UX\nExperience\nJune 2022 \nPresentSoftware Engineer FrontEnd Google  Mountain View CA USA\nDeveloping intuitive and engaging user interfaces using React and Redux Working closely\nwith UX designers to implement responsive and accessible web design Participating in\nagile development processes including sprint planning and code reviews Collaborating with\nbackend developers to integrate RESTful APIs and ensure seamless data flow\nProjects\n2022 Personal Expense Tracker\nDeveloped a personal expense tracker application using React Redux and Firebase Imple\nmented user authentication using Firebase Auth and data storage using Firestore Utilized\nD3js for data visualization to provide users with insights into their spending patterns"
+    },
+]

resume_matcher/Dockerfile

@@ -0,0 +1,21 @@
+FROM python:3.9-slim
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    software-properties-common \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt ./
+COPY src/ ./src/
+
+RUN pip3 install -r requirements.txt
+
+EXPOSE 8501
+
+HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
+
+ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]