- 🎓 Completed Master's in Computer Science at IIIT Hyderabad
- 💻 Learning Python backend development and building projects for my portfolio
- 📝 I write articles on Medium
- 📄 Check out my Resume
- 📫 Reach me on LinkedIn
🎓 Geometry SME AI Agent — Production-Ready RAG System
A K-12 geometry intelligent tutoring system combining RAG with agentic workflows, built with FastAPI, Elasticsearch, and Gemini.
- 🔍 Hierarchical RAG pipeline — 3-level chunking (2048/384/128 tokens) with level-aware fusion and adaptive strategy selection
- 🎯 BGE cross-encoder reranking — +17.6% MRR improvement (0.74 → 0.87)
- 🔐 JWT auth with full RBAC — Admin/Teacher/Student/Guest roles, 15 granular permissions
- 📄 Multi-format generation — auto-creates PDF/DOCX/PPTX quizzes with email delivery
- ⚡ 0.89 MRR, 96.5% workflow success rate, sub-2s response times
Python FastAPI Elasticsearch Gemini RAG JWT
🌐 Gemma_SLM — Multilingual Small Language Model
A multilingual autoregressive language model (Gemma-dense architecture, 106M parameters) trained from scratch across three languages.
- 🈯 Custom SentencePiece tokenizer trained for effective coverage across English (L1), Marathi (L2), and Konkani (L3)
- 📚 Pretrained on 3B+ tokens spanning all three languages
- 🔁 Fine-tuned for sentence formation and L1→L3 translation, targeting low-resource multilingual reasoning
Python PyTorch SentencePiece Multilingual NLP
| Project | Description | Tech |
|---|---|---|
| Peer-to-Peer Distributed File System | A distributed file system built on a peer-to-peer architecture | C++ |
| Particle Swarm Optimization | Computational method that optimizes a problem by iteratively improving a candidate solution | Python |
| Portfolio Website | Personal portfolio with Home, About, Projects & Articles sections | Next.js, React, Tailwind CSS, Framer Motion |
| Payment Gateway | A simulated payment gateway integration project | CSS |
| Payroll Management | System for managing employee payroll | Handlebars |
| Spotify App Clone | Front-end clone of the Spotify web app UI | HTML |
"The real game begins when optimization starts, whether in code or in life." — Shubh
