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rag/sources/cvs/Bence_Lantos.pdf.md

@@ -0,0 +1,105 @@
+# Bence Lantos
+
+## Previous Jobs
+
+### 2018- 
+**GE Healthcare**
+   
+   Senior Software Architect and Product Owner
+   A technical leader and product owner driving global healthcare software initiatives. 
+   
+   Technical leader of an oncology data management software integrating multiple internal 
+   and 3rd-party systems, with emphasis on configurability, interoperability and 
+   serviceability. 
+   
+   Contributing to the vision and architecture of a cloud-based healthcare platform, 
+   collaborating with architects on API and component design, and translating business 
+   requirements into actionable engineering tasks. Managing backlogs, coordinating 
+   cross-functional global teams, and ensuring customer feedback is integrated into product 
+   development. 
+   
+   Leading the development of an on-premises BI platform (Applied Intelligence) for 
+   healthcare, defining product requirements, architecture, and backlog, bridging product 
+   and engineering efforts. Responsible for end-to-end system design, from feature 
+   definition to delivery and documentation, including product security. 
+   
+   **Key skills:** System design, API design, team leadership in global teams, cross-functional 
+   teamwork, requirement management, product planning, backlog management, product 
+   security, FHIR standard, AWS 
+
+### 2014-2018 
+**GE Healthcare**
+   
+   Software Architect and Product Owner 
+   Technical leader and product owner overseeing multiple scrum teams within a global 
+   development initiative spanning on-premises and cloud solutions for algorithm 
+   execution, orchestration frameworks, and BI products. 
+   
+   Coordinated with global leadership, architects and product groups to align team 
+   deliverables with the broader platform strategy. Designed products tailored to customer 
+   needs and the GEHC ecosystem, defined features and user stories with product 
+   management, and translated business requirements into actionable technical tasks while 
+   guiding teams through implementation. 
+   
+   Served as Privacy and Security Representative for the Applied Intelligence BI platform, 
+   with end-to-end responsibility for cybersecurity, including secure design, 
+   defense-in-depth strategies, threat modeling, and protection of sensitive data throughout 
+   the product lifecycle. 
+   
+   **Key skills:** System design, API design, team leadership in global teams, cross-functional 
+   teamwork, requirement management, product planning, product security 
+
+### 2013-2014 
+**Lufthansa Systems**
+   
+   Software Developer 
+   Developer for Swiss Groups, a web application for managing group flight bookings, later assuming scrum master and team lead role for one scrum team. 
+   
+   **Key skills:** Java, Spring, OSGI, Scrum 
+
+### 2012-2013 
+**GE Healthcare**
+   
+   Technical Leader 
+   Led a team of engineers in a major software integration project under the Universal 
+   Viewer initiative, aiming to unify three GE products with real-time synchronization and 
+   a seamless user experience. 
+   Responsibilities included negotiating requirements with product management, designing 
+   key software components, contributing to implementation, ensuring compliance with 
+   healthcare regulations in both software and documentation, and coordinating team 
+   efforts with global counterparts. 
+   
+   **Key skills:** Java, C++, Linux, requirement management, system design, API design, 
+   backlog management, cross-team communication, Scrum 
+
+### 2010-2012 
+**GE Healthcare**
+   
+   Software Engineer 
+   Member of a multinational team working on the standalone and client-server version of 
+   the Advantage Workstation radiology image post-processing platform. 
+   
+   **Key skills:** Java, C++, Linux, scripting languages, DICOM protocol 
+
+### 2007-2010 
+**GE Healthcare**
+   
+   Test Automation Engineer 
+   Contributed to developing a test framework using multiple scripting languages for a 
+   standalone application, including test case implementation. 
+   Participated in designing and building a distributed test framework for a client-server 
+   application, and created a stress testing environment based on it. 
+   
+   **Key skills:** test automation, Linux, scripting languages, requirement specification, test 
+   case definition, DICOM protocol 
+
+## Education 
+
+### 2009 
+**Eötvös Loránd University Faculty of Informatics** 
+Computer Science Bsc. 
+
+## Languages 
+
+*   Native Hungarian 
+*   Fluent English

rag/sources/cvs/Gaving Wilson.pdf.md

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+# Gavina Wilson
+
+**PROFILE**
+Passionate, motivated and highly conjugated towards a building mentality. Perfecting for a better code is always my ideology.
+
+**SKILLS**
+* Machine Learning
+* Data Structures
+* Data Mining
+* Data Modeling
+* Python Programming
+* Java Programming
+* Algorithms
+
+**EXPERIENCE**
+
+## Kingsley Co. 
+### Automation Engineer, Jul 2019 - Ongoing 
+* Automating Data flow and deriving machine learning solutions from them.
+* Building Data-centric models with fine-tuned parameters.
+
+## CIS IT Services 
+### Data Engineer, Jun 2018 - May 2019 
+* Understanding Client problems and constructing data driven solutions.
+
+**EDUCATION**
+
+### B.Sc (Statistics) at Chadrasekhar University, Mangalore, 2018
+
+**D A T A  A N D  A U T O M A T I O N  E N G I N E E R**
+
+**ACTIVITIES**
+* Artificial Intelligence and Robotics 
+
+**PROJECTS**
+* Business Intelligence Reporting: Create Dynamic Dashboard-based data in SQL Server Queries, make views for the report.

rag/sources/cvs/JacobSmith.pdf.md

@@ -0,0 +1,38 @@
+# JACOB SMITH
+
+## FRESHER
+
+### SKILLS
+* Python
+* SQL
+* MySQL
+* Tableau
+* Power Bi
+* Pandas
+* Numpy
+* Matplotlib
+* Excel
+* Machine Learning
+* AWS (EMR, EC2, S3)
+* Cloud
+* Hive (HQL)
+* Excel
+
+## EDUCATION
+### B. Tech, ECE VIT-AP University 2020
+
+## OTHER ACTIVITIES
+### Deep Learning Masters
+### Machine Learning
+
+## PROJECTS
+### Music Genre Classification
+### Face, eye, smile recognition
+
+## PERSONAL PROFILE
+I am actively seeking opportunity as Data Analyst or Machine Learning Engineer. My goal is to discover new business strategies and create an impact through data driven analytical decisions and leading the business to success.
+
+## WORK BACKGROUND
+### Experts Hub
+#### Intern, May 2019
+I was part of a team that designed and developed a smart parking system based on Object Recognition.

rag/sources/cvs/JoseGarcia.pdf.md

@@ -0,0 +1,19 @@
+# JOSE GARCIA
+
+## PROFESSIONAL PROFILE
+Graduate database management engineer looking to join a role in data analytics or cloud-based machine learning solutions. 
+
+### PROFICIENT SKILLS
+Software Development, Data Science, Data Analysis, Data Structure, Business Analytics, Java, PowerBI, Tableau, SQL, DBMS, RDBMS, GraphQL, NoSQL, MongoDB, Firebase, Advanced Excel, Cloud-Testing, AWS, Azure, Cloud Management.
+
+## EMPLOYMENT HISTORY
+Virtual Internship on data engineering on the cloud. Intern, May 2020 to Oct 2020 
+
+## EDUCATIONAL HISTORY
+B.Tech(Computers) from VIT-AP in 2021
+
+## ACHIEVEMENTS AND EXTRA CURRICULAR
+Data science on cloud
+
+### PROJECTS
+Cloud-based Ledger Service.

rag/sources/cvs/JuliaBaro.pdf.md

@@ -0,0 +1,59 @@
+# JÚLIA BÁRÓ - Senior UX Designer
+
+## Professional Summary
+
+Senior UX Designer focused on creating intuitive experiences for complex solutions. I deliver user-centered designs by improving usability through research-informed iteration and leveraging a design system to ensure consistency and scalability. I create impact through systems thinking, cross-functional collaboration, and process optimization—enhancing design quality and delivery efficiency. 
+
+“… Juli brings deep expertise in design systems and consistently delivers high-quality designs that thoughtfully address main and edge use cases. Her proactive approach to improving design file quality and streamlining delivery processes has elevated our team’s output and reduced design debt…” 
+— Kirsten Nehf, UX Team Lead 
+
+## Skills
+
+*   **Process optimization and collaboration:** DesignOps, Figma workflow management, design system compliance and contribution, component library management, requirements gathering (workshops and stakeholder discussions), cross-time-zone collaboration, remote collaboration, continuous learning, knowledge sharing
+*   **Complex interface design:** design for data-rich interfaces, data visualization, interaction design, responsive components, system thinking, consistency through reusable patterns, accessibility-aware design using Ethos design system
+*   **Research collaboration:** AI-assisted and manual prototyping, usability testing preparation and facilitation, concept validation, desk research
+*   **Tools:** Figma, AI prototyping tools (Figma Make, Bolt), Miro, Jira, Confluence
+
+## Work Experience
+
+### Senior UX Designer – GE HealthCare | Apr 2025 – Present
+
+*   Design ownership of complex oncology features, shaping requirements and improving usability through research-informed iteration.
+*   Strengthened UX–Dev collaboration by driving regular discussions to surface technical constraints early, reducing rework.
+*   Enhanced efficiency by improving Figma file hygiene, and refining branching workflows.
+*   Explored AI-assisted prototyping tools to accelerate concept validation.
+*   Shared a design system transition case study, enabling the UX community to avoid common pitfalls.
+*   Created an interactive UX game to foster experience sharing and process improvement.
+*   Supported a high-priority hospital operations initiative through rapid onboarding, enabling asynchronous collaboration across time zones, and ensuring timely design delivery.
+
+**Impact story:** Improved navigation of a high-volume oncology timeline by introducing a bird’s-eye overview with a draggable viewport, one-click year jumps, and refined zoom controls for detailed exploration. Iterated on prototypes and tested with 10+ clinicians, reducing navigation time by ~90% and significantly lowering cognitive load without requiring additional training.
+
+### UX Designer – GE HealthCare | Feb 2022 – Mar 2025
+
+*   Designed major features and iterated based on usability feedback, improving task efficiency.
+*   Maintained continuity as acting UX lead during the reallocation of the UX lead and UX team members for over one month, ensuring timely delivery and ongoing developer support.
+*   Facilitated requirement-gathering workshops for over a month during the Product Owner’s absence and documented UX requirements to ensure shared understanding across teams.
+*   Developed a comprehensive data map for a complex feature, reducing ambiguity and saving implementation time.
+*   Delivered high-fidelity prototypes under tight deadlines, accelerating validation.
+*   Introduced detailed design specifications with annotations, improving onboarding speed and minimizing misinterpretations.
+*   Created reusable design patterns, enhancing efficiency and visual consistency across the product.
+
+### UI/UX Designer – Wozify | Sep 2020 – Dec 2021
+
+*   Designed wireframes and UI for digital products, collaborating closely with developers.
+*   Supported UX improvements through prototyping and iterative refinement.
+
+## Education & Certifications
+
+### IxDF – Interaction Design Foundation | 2023 – 2025
+
+*   Human-Computer Interaction: The Foundations of UX Design
+*   UX Management: Strategy and Tactics
+*   AI for Designers
+*   User Experience: The Beginner's Guide
+*   User Research - Methods and Best Practices
+
+### Zero to Mastery Academy | 2020
+
+*   Complete Web & Mobile Designer in 2021: UI/UX, Figma, +more
+*   The Complete Web Developer in 2020: Zero to Mastery

rag/sources/cvs/Laszlo_Nemethi_cv.pdf.md

@@ -0,0 +1,180 @@
+# László Némethi - Senior Software Engineer
+
+This document outlines the professional experience and skills of László Némethi, a Senior Software Engineer specializing in full-stack development.
+
+## Summary
+
+László is a senior software engineer with extensive experience developing complex web applications using multiple languages, frameworks, and libraries. He currently specializes in the JavaScript ecosystem while actively expanding his expertise in Python and AI/ML technologies.  He’s committed to delivering optimal, extensible solutions with a detail-oriented approach and possesses a passion for continuous improvement and high-quality work.
+
+## Positions
+
+### Senior Software Engineer - GE Healthcare (2023 – Present)
+
+*   Full-stack software development in the medical domain.
+*   International, agile team collaboration using Scrum and Kanban methodologies.
+*   Analyzing and breaking down features into user stories.
+*   Full-stack JavaScript development (React, Node.js) within a continuous integration workflow.
+*   Interfaced with Python-based backend services, gaining experience in codebases for seamless integration.
+*   Delivered pixel-perfect UI implementations based on UX designs.
+*   Daily use of GitLab, GitHub Copilot, and agile management tools.
+
+### Web Architect, Senior Web Developer - Nebu bv. (2006 – 2023)
+
+*   Developed applications for the market research domain.
+*   Designed application architecture and coordinated development teams.
+*   Extensive experience in single-page application (SPA) development using Angular + Material and AngularJS.
+*   Backend development with Spring/Java.
+*   Database management with PostgreSQL, T-SQL, and NoSQL platforms including ArangoDB and MongoDB.
+*   Created client portals utilizing Yii/PHP, Java/JSP/Struts, and Liferay.
+*   Developed automated tests using Protractor, Puppeteer, and Karma.
+*   Agile team collaboration (Scrum, Kanban).
+
+### Software Engineer - National Instruments (2005 – 2006)
+
+*   Resolved workstation issues during the testing phase.
+*   Performed software updates and maintenance.
+*   Developed scripts in LabVIEW.
+
+### R&D Developer - Hewlett-Packard (2002 – 2005)
+
+*   Lead programmer for the R&D project Digital Watermark.
+*   Collaborated with a team of mathematicians.
+*   Researched and implemented computer vision related algorithms.
+*   **Technology:** Microsoft Visual C++
+
+## Teaching Physics, Mathematics, and Programming
+
+### Secondary School and Private Instructor (1998 – 2002)
+
+*   Taught physics, mathematics, and programming to secondary school and college students as both a classroom and private instructor.
+
+## Skills
+
+### Frontend Development - Expert
+
+*   JavaScript
+*   HTML5
+*   CSS3
+*   TypeScript
+*   React
+*   Angular
+*   Next.js
+*   Svelte
+
+### Backend Development - Expert
+
+*   Node.js
+*   Python
+*   Java
+*   PHP
+
+### Databases - Proficient
+
+*   SQL
+*   T-SQL
+*   PostgreSQL
+*   NoSQL databases (MongoDB, ArangoDB)
+
+### AI/ML Technologies - Familiar
+
+*   OpenAI API
+*   Large Language Models (LLM)
+*   Retrieval-Augmented Generation (RAG)
+*   Model Context Protocol (MCP)
+*   Agent architectures, tools
+*   LoRA, fine tuning
+*   Vector databases
+*   Semantic search
+
+### DevOps & Tools - Proficient
+
+*   Git
+*   Linux
+*   CI/CD
+*   GitLab
+*   GitHub Copilot
+
+### Software Engineering - Expert
+
+*   Object-Oriented Programming (OOP)
+*   MVC/MVVM patterns
+*   Test-Driven Development
+*   Agile Methodologies (Scrum, Kanban)
+*   REST APIs
+
+## Education
+
+### Physics and Computer Science - University of Debrecen (formerly KLTE) (1992 – 1997)
+
+*   Integrated Master of Education (MEd)
+*   Special courses: Neural networks (2 x 1/2 years)
+
+## Projects
+
+### Simple AI Chat
+
+*   Web chat interface for OpenAI-compatible REST APIs.
+*   **Technologies:** Svelte, TypeScript, Python, OpenAI
+
+### Arithmetic LoRa experiment
+
+*   Fun experiment in LoRA fine-tuning on a tiny model using a simple arithmetic task.
+*   **Technologies:** LoRa, LLM, Fine tuning, Deep Learning, Python, transformers
+
+### Electron-Vite-Catalog
+
+*   Desktop file cataloging application for removable drives.
+*   **Technologies:** Svelte, TypeScript, Electron
+
+### FFMpeg UI
+
+*   Web GUI for generating FFmpeg commands.
+*   **Technologies:** React, TypeScript, JSON Schema, Form generation, Form validation
+
+### rule-jsonschema-form
+
+*   Flexible rule engine for react-jsonschema-form.
+*   **Technologies:** React, TypeScript, JSON Schema, Form generation, Form validation
+
+### Punchmeter
+
+*   Heavy bag training assistant for mobile browsers.
+*   **Technologies:** TypeScript, Mobile Web
+
+### Chocolate Fix Online
+
+*   Online implementation of the Chocolate Fix logical board game.
+*   **Technologies:** JavaScript, Game
+
+### Memory Game
+
+*   Simple memory game for children.
+*   **Technologies:** JavaScript, Game
+
+### Speech Game
+
+*   Funny speech game for children.
+*   **Technologies:** JavaScript, Game
+
+### MCU Projects
+
+*   Several projects on Arduino and ESP32 MCU platforms.
+*   **Technologies:** Arduino, ESP32, Embedded
+
+## Interests
+
+*   Technology
+*   AI technologies
+*   Web technologies
+*   MCU programming
+*   Smart home
+*   Sports
+*   Fitness
+*   Basketball
+*   Table tennis
+*   Hiking
+
+## Languages
+
+*   Hungarian - Native speaker
+*   English - Upper-intermediate

rag/sources/cvs/Mate_Balogh_CV.pdf.md

@@ -0,0 +1,97 @@
+# Máté Balogh
+
+Staff Software Engineer at GE Healthcare
+Budapest, Hungary
+Email: mate.balogh.89@gmail.com Phone: +3670-622-3341
+
+## Competencies
+
+*   Angular, React
+*   JavaScript, TypeScript
+*   RxJs, NgRx
+*   HTML5, CSS3, SASS, BEM
+*   Git, Jenkins, Nginx
+*   Node.js
+*   AWS serverless
+*   Jest
+
+## Experience
+
+### GE Healthcare (8 years 1 month)
+Staff Software Engineer
+December 2021 - Present (3 years 8 months)
+
+As a Technical Lead, I’m driving software development projects by combining technical expertise with leadership skills. My responsibilities include:
+
+*   Leading design development
+*   Mentoring and guiding cross-functional development teams
+*   Breaking down project requirements into tasks and delegate to the teams
+*   Identify risks and implement strategies to mitigate them
+*   Manage team resources to achieve successful project delivery
+*   Establishing and maintaining coding standards
+*   Conducting code reviews
+*   Collaborate with other teams (UX, QA)
+
+### Sr. Software Engineer
+August 2018 - December 2021 (3 years 5 months)
+
+Additionally to cutting edge development in complex domain context my responsibilities include:
+
+*   Interviewing of potential hires
+*   Mentoring
+*   Presentations in our biweekly frontend workshops
+
+### Software Engineer
+July 2017 - August 2018 (1 year 2 months)
+
+As a member of scrum team, I am designing and creating complex web applications in the field of medical and scientific technology.
+
+## Certificate
+
+*   Introduction to Software for Medical Devices and IEC 62304
+
+## Skills
+
+*   JAVA, Spring, AngularJS
+*   Node.js
+*   JavaScript, R
+*   HTML5, CSS3, LESS
+*   Bootstrap
+*   MSSQL, Apache Hadoop
+*   Hive, Accumulo
+*   Jasmine, Groovy
+*   Git, Jenkins
+*   PHP, JavaScript, jQuery
+*   HTML5, CSS3, Less
+*   MySQL
+*   Adobe Photoshop
+*   Wordpress, Drupal
+*   jQuery, Sencha Touch
+
+## Experience
+
+### Nebu
+Software Developer
+January 2015 - July 2017 (2 years 7 months)
+Debrecen
+
+I was a member of a cross functional Scrum team, my main field was designing and creating new features and applications, both on client and server-side. I helped to plan and build our local big data system and I keep working on maintaining and improving it.
+
+### Emese-Soft Ltd.
+Software Developer
+July 2012 - January 2015 (2 years 7 months)
+Debrecen
+
+Building CMS-based dynamic, responsive websites, including development of new features and fixing bugs. I was part of a small team which was communicating with the American HQ on a daily basis.
+
+### Dolphio Consulting Ltd.
+Software Development Intern
+February 2012 - June 2012(5 months)
+Debrecen
+
+Hybrid mobile application development with Sencha Touch and jQuery Mobile.
+
+## Education
+
+University of Debrecen, Faculty of Informatics
+Business Information Technology · (2008 - 2012)

rag/sources/cvs/NadiaAhmad.pdf.md

@@ -0,0 +1,39 @@
+# NADIYA AHMAD
+## DATA ANALYST
+
+### WORK EXPERIENCE
+**HSBC Bank**
+Data Analyst, Apr 2020 - till Date
+Analyzing and Computing data of financial services
+and intermittent fiat currency stabilities.
+
+### ACADEMIC PROFILE
+B.Tech (IT) DBB University, Himachal, 2020
+
+### EXECUTIVE SUMMARY
+Experience in using data to get
+meaningful insights for the
+business use case. Skilled in
+statistics, machine learning and
+deep learning methods for both
+structured and unstructured.
+
+### PERSONAL SKILLS
+* Statistical Analysis
+* C
+* OpenCV
+* Deep Learning
+* Computer Vision
+* R
+* Exploratory Data Analysis
+* Linear Regression
+* Logistic Regression
+* Risk Analyst
+* Machine Learning
+* Financial Risk Management
+
+### PROJECTS
+* Indicator to forecast non-agricultural GDP of India a quarter before.
+
+### EXTRA-CURRICULARS
+* Introduction to R Deep Learning and Neural network

rag/sources/cvs/Naomi_Jackson.pdf.md

@@ -0,0 +1,26 @@
+# NAOMI JACKSON
+## JUNIOR SDE - MACHINE LEARNING
+
+### WORK EXPERIENCE
+**HCL**
+Junior SDE (Data and Machine Learning)
+May 2019 - Ongoing
+
+Developed key aspects of a model that was used to Understand Local Dravidian Languages and Translate them as accurately to English.
+
+### ACADEMIC PROFILE
+BCA STC College, Pondicherry, 2019
+
+### EXECUTIVE SUMMARY
+Understanding and solving problems has been one my core objectives since I started working. Exploring data and the different interpretation it can have is what amazes me. Currently interested Machine Learning developer and engineer roles.
+
+### PERSONAL SKILLS
+Software Developer, Python, SQL, Machine Learning, Natural Language Processing, Java, SAP, HTML, API Design, Data Analysis, Matplotlib, Seaborn, Tableau.
+
+### PROJECTS
+Digital Automation Profiling using Machine Learning
+
+### EXTRA-CURRICULARS
+A Gentle Introduction to Deep Learning Using Keras 
+Machine Learning A-Z™: Hands-On Python & R In Data Science
+Deep Learning: Advanced NLP and RNNs

rag/sources/cvs/StellaTatcher.pdf.md

@@ -0,0 +1,40 @@
+# Stella Thatcher - Executive Profile
+
+I am a market research specialist with a grasp of machine learning and looking for a deeper dive into the career of being a professional machine learning engineer.
+
+## Other Activities
+
+*   Certified Python Developer
+
+## Projects
+
+*   Stock Market Analyzer
+
+## Skills
+
+*   Research Associate
+*   Business Analyst
+*   Business Analytics
+*   Data Mining
+*   Data Modeling
+*   Predictive Analysis
+*   Business Intelligence
+*   Machine Learning
+*   Market Research
+*   Customer Engagement
+*   Risk Management
+*   Retention
+*   Audience
+*   Python
+
+## Work Experience
+
+### Kripa Infotech
+
+*   **Associate Market Research Analyst Intern**, Apr 2020 - Sep 2020
+    *   Worked with clients to get an overall idea of how a product is perceived by a target audience.
+    *   Focused on large groups of data both structured and unstructered for solutions.
+
+## Education
+
+*   **B.Tech(Mechanical) Bhavleesh Duggar College, Nasik** 2020

rag/sources/cvs/anmisha_murarka_cv.pdf

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