Hey, I'm Vinay Kumar Reddy Molakathala
- Building and shipping GenAI applications — RAG pipelines, multi-agent LLM systems, and FastAPI-based AI services — through hands-on projects and an active Gen AI & Automation Engineering program.
- Full-stack foundation: production-grade REST APIs (Spring Boot), React/Angular frontends, and enterprise web development (6 months at Neosoft Technologies, an Infosys client).
- Currently deepening expertise in LangChain, RAG, vector search, multi-agent systems, and MCP through Dr. Reddy's Foundation's Gen AI & Automation Engineering Program (Bengaluru, 2026).
- B.Tech in Data Science Engineering — Sri Venkateswara College of Engineering & Technology (2025, CGPA: 7.69)
- Actively job searching for AI Engineer / GenAI Engineer roles — always open to a conversation.
"The best way to predict the future is to create it." — Peter Drucker
Stack: FastAPI · ChromaDB · BM25 · Docling · Hugging Face Inference
Full-stack RAG application with a Reciprocal Rank Fusion (RRF) hybrid search engine combining dense semantic retrieval with sparse keyword search. Layout-aware document ingestion (PDF/TXT/MD/DOCX), an interactive tuning sandbox for real-time semantic/keyword weighting, and a chat assistant with source-citation accordions.
🔗 GitHub
Stack: Python · LangChain · Groq (Llama-3.3-70B) · Streamlit
Multi-agent AI research pipeline orchestrating dedicated search, reader, writer, and critic agents that gather information, draft structured reports, and self-review output quality. Extended into a Streamlit weather-research app with a live-data agent pipeline.
🔗 GitHub
Stack: Spring Boot · React 18 · MySQL · JWT/HMAC-SHA256 · Razorpay
Full-stack platform: 30+ REST endpoints across 7 controllers, 9-entity MySQL schema, Spring Security RBAC, and Razorpay payment integration — validated with 25+ automated Postman tests.
🔗 GitHub
AI / GenAI: 
Backend: 
Frontend: 
Tools: 
Legend: 🟢 Live | ✅ Completed
| Project | Stack | Link |
|---|---|---|
| ✅ TeamTask Manager 🟢 | Spring Boot, React, MySQL, Railway/Vercel | repo · demo |
| ✅ AI Travel Planner 🟢 | FastAPI, Groq LLM, OpenWeatherMap | repo · demo |
| ✅ SympAI Disease Prediction 🟢 | Flask, scikit-learn (85% accuracy) | repo · demo |
| ✅ ZymSync Gym Management | Spring Boot, Angular 17, MySQL | repo |
| ✅ Music Recommendation System | Python, NLP, Spotify API, Streamlit | repo |
| ✅ Weather Data Analysis | Python, Pandas, Matplotlib | repo |
| Repo | Topic |
|---|---|
| Gen_AI_Notes | LangChain, RAG, Agents, MCP, n8n |
| Python_Gen_AI_Practice | Applied GenAI with Python (Jupyter) |
- Java Full Stack — Digital Academy by Cap-Gemini (2025)
- Computer Vision 101 — Infosys Springboard
- Project Management Fundamentals — IBM SkillsBuild
⭐ Thanks for stopping by! Always open to a conversation about AI/GenAI Engineer roles or collaborating on something interesting.