class SanjeeviUthchav:
name = "Sanjeevi Uthchav S"
college = "PSNA College of Engineering and Technology"
degree = "B.Tech — Artificial Intelligence & Data Science (2023–2027)"
honours = "Cybersecurity"
location = "Dindigul, Tamil Nadu, India"
focus = [
"Generative AI & LLM Fine-tuning",
"Blockchain / Web3 / Smart Contracts",
"Autonomous AI Agents (LangGraph + MCP)",
"Cloud Engineering (AWS)",
"Bioinformatics & Multi-omics",
"AI-Driven Cybersecurity",
]
currently = "Building Elevare Phase 6 · Targeting remote AI/blockchain internships"
community = "Core Member @ AWS Cloud Club · SIH 2024 Finalist"From raw idea to launch-ready startup — validated, matched, funded, and mentored by AI.
Autonomous LangGraph agents run a 6-node workflow across idea validation, cofounder matching, funding, and legal analysis. Ships a true MCP server exposing all 7 tools to Claude Desktop and any MCP-compatible AI client.
FastAPI · LangGraph · LangChain · ChromaDB · Groq (Llama 3.3 70B)
WebSockets · Docker · Redis · SQLite · MCP stdio · pytest (38 tests)
| Metric | Value |
|---|---|
| API routes | 37 across 7 routers |
| LLM latency | 200–300ms via Groq — 10× faster than Gemini |
| Inference cost | $0 (free tier) |
| Test coverage | 38 tests across 4 suites |
| Phases shipped | 5 complete · Phase 6 in progress |
Connecting forest guardians with carbon credit buyers through satellite verification and smart contracts.
Automated NDVI health checks via Google Earth Engine (Sentinel-2) trigger health-gated smart contract payments on Polygon. Guardians use a React Native mobile app; corporates track real-time carbon credits via a web dashboard.
Solidity · ERC-1155 · Hardhat · Polygon Amoy · React · Vite
React Native (Expo) · Flask · PostgreSQL · Google Earth Engine
| Layer | Technology |
|---|---|
| Smart contracts | BlueCarbon.sol — ERC-1155, RBAC, health-gated payments |
| Satellite oracle | Sentinel-2 NDVI via Google Earth Engine (bi-weekly) |
| Mobile | React Native / Expo — GPS, camera, offline mode |
| Backend | Flask API + satellite service |
Bridging AI and cancer genomics for patient stratification.
Bioinformatics pipeline processing TCGA cancer genomics data — RNA-seq, batch effect correction, and multi-omics integration for biological marker discovery. Exploring LLM + transcriptomics synergies.
Python · R · TCGA · RNA-seq · Batch Effect Correction · Multi-omics
Making machine learning concepts accessible through immersive mystery storytelling.
Mystery-themed learning system embedding ML model demonstrations inside gamified narratives — improving engagement and retention for non-technical learners.
Python · Scikit-learn · Storytelling Engine · Gamified UX
AI / ML
TensorFlow PyTorch Scikit-learn HuggingFace LangGraph LangChain
ChromaDB RAG LLM Fine-tuning Generative AI Autonomous Agents
Blockchain / Web3
Solidity ERC-1155 Smart Contracts RBAC web3.js DAO
Polygon Hardhat Decentralized Systems Carbon Credits (dMRV)
Cloud & Backend
AWS (Glue · Athena · EMR · Step Functions) FastAPI Flask
WebSockets Docker Redis SQLite SQLAlchemy PostgreSQL
Languages
Python R Solidity JavaScript TypeScript
Bioinformatics
Multi-omics RNA-seq TCGA Transcriptomic Analysis Batch Effect Correction
DevOps / Tools
Git GitHub Actions CI/CD Docker pytest Jupyter MCP Protocol
| Certification | Issuer | Date |
|---|---|---|
| 🟠 AWS Certified Data Engineer – Associate | Amazon Web Services | Mar 2026 |
| 🔵 Generative AI Engineering & Fine-Tuning Transformers | IBM | Oct 2025 |
| 🟣 Web3 and Blockchain Fundamentals | INSEAD | Jan 2026 |
| 🟢 Generative AI Leader | Google Cloud Skills Boost | 2025 |
| 🔵 Introduction to Cybersecurity | Cisco | Mar 2025 |
🏆 SIH 2024 Finalist Smart India Hackathon · Noida · national-level competition
☁️ AWS Cloud Club Core Member · PSNACET · organizing workshops & Tech Time sessions
🎓 Shadow Club Mentor Mentoring juniors in cloud & AI fundamentals
📅 Student Community Day Organized large-scale tech community events at PSNACET
📌 Building → Elevare Phase 6 — React/Next.js real-time agent dashboard
📌 Exploring → Remote AI / blockchain internships
📌 Learning → JWT auth · Redis pub/sub · Kubernetes · Prometheus · ZK proofs
📌 Interested in → AI-driven cybersecurity · marine robotics · decentralized AI
"Building at the intersection of AI, blockchain, and sustainability — one commit at a time."