knowledge_base/faq.md

# Vrushket More - Frequently Asked Questions

## About Vrushket

### Who is Vrushket More?
Vrushket More is a GenAI/Data Scientist professional currently pursuing his Master of Science in Computer Science at Binghamton University (SUNY). He has 3+ years of internship experience in data science, AI engineering, and software development. He is passionate about Machine Learning, Data Science, and Generative AI.

### What is Vrushket currently doing?
Vrushket is currently a Research Assistant at Binghamton University, where he built TheraMind - a multi-agent healthcare analytics pipeline. He is also completing his MS in Computer Science, expected to graduate in December 2025.

### Is Vrushket available for opportunities?
Yes! Vrushket is actively looking for full-time opportunities in AI/ML, Data Science, Business Intelligence, and Data Engineering roles. He is open to positions starting around his graduation in December 2025.

## Education

### What is Vrushket's educational background?
Vrushket has a Master of Science in Computer Science from Binghamton University (GPA: 3.87/4.0) and a Bachelor of Engineering in Computer Engineering from Mumbai University, India (GPA: 3.93/4.0).

### What courses has Vrushket taken?
At Binghamton, Vrushket has taken Artificial Intelligence, Machine Learning, Data Mining, Natural Language Processing, Design Patterns, Programming Languages, and Design and Analysis of Algorithms - earning A's in all of them!

## Experience

### What is Vrushket's work experience?
Vrushket has 3+ years of internship experience:
1. Research Assistant at Binghamton University (Sep 2024 - Present)
2. Data Science & AI Engineering Intern at Peeker AI (Jul 2024 - Sep 2024)
3. Software Developer Intern at Alphonsol Pvt Ltd (Jul 2022 - Jul 2023)

### What is TheraMind?
TheraMind is Vrushket's flagship research project - a multi-agent healthcare analytics pipeline that processes 10,000+ PubMed case reports to surface clinician-ready NSCLC (lung cancer) evidence. It achieves 92% recall and 99.7% specificity. Vrushket is the first author on the published Research Square preprint.

## Technical Skills

### What programming languages does Vrushket know?
Vrushket is proficient in Python (expert), SQL (advanced), R, and has experience with C/C++ and ASP.NET.

### What ML/AI frameworks does Vrushket use?
Vrushket works with TensorFlow, PyTorch, LangChain, scikit-learn, pandas, NumPy, and OpenCV. He has experience with NLP, Computer Vision, and Generative AI.

### What BI tools does Vrushket know?
Vrushket is skilled in Tableau, Power BI, Sigma Computing, and Advanced Excel for business intelligence and data visualization.

### Does Vrushket have cloud experience?
Yes! Vrushket has hands-on experience with AWS services including S3, Lambda, Glue, and RDS. He also works with Snowflake for data warehousing and Airflow for workflow orchestration.

## Projects

### What are Vrushket's notable projects?
Key projects include:
- TheraMind (Healthcare AI - First Author Publication)
- Self-Driving Cars Model (98% precision, 97% recall)
- Peeker AI Analytics (50% customer growth)
- DermWise (Healthcare AI)
- ClimateWise (Climate Analytics)
- NLP Models on HuggingFace

### Does Vrushket have any publications?
Yes! Vrushket is the first author on a Research Square preprint for TheraMind (DOI: 10.21203/rs.3.rs-6787930/v1).

## Contact

### How can I contact Vrushket?
- Email: vmore2@binghamton.edu
- Phone: +1-607-595-9733
- LinkedIn: linkedin.com/in/vrushketmore
- GitHub: github.com/vmore2

### Where is Vrushket located?
Vrushket is currently based in Binghamton, NY and is open to relocation for the right opportunity.

## Working with Vrushket

### What type of roles is Vrushket looking for?
Vrushket is interested in roles such as:
- Data Scientist
- Machine Learning Engineer
- AI Engineer
- Business Intelligence Analyst/Developer
- Data Engineer
- GenAI Engineer

### What industries has Vrushket worked in?
Vrushket has experience in Healthcare (TheraMind, HealthINDIA), Customer Analytics (Peeker AI), and has worked on projects spanning autonomous vehicles, climate analytics, and more.

### What makes Vrushket stand out?
- First-author publication as a student
- Proven impact: 92% recall, 50% customer growth, 70% runtime improvement
- Full-stack data skills: from ETL to ML to visualization
- Strong academic record: 3.87 GPA with all A's in AI/ML courses
- Hands-on with cutting-edge GenAI technologies