AI & Data Science Engineer · Full-Stack Developer · Cybersecurity Researcher
📍 Navi Mumbai, India · 📫 rohitswami537@gmail.com
Chameleon — a self-evolving, privacy-preserving honeypot system
PyTorch BiLSTM (~99.6% payload accuracy) + LoRA fine-tuned Qwen edge LLM via Apple MLX → ~99.97% combined detection rate
Two novel algorithms: TC-PSO (70% faster botnet tarpitting) · S-RRT (deceptive filesystem evolution under RAM constraints)
📄 Academic publication authorized — targeting IEEE ANTS / Springer ICISS 2026
- 🥇 Best CTO — Bizence Startup & Problem-Solving Competition 2026
- 🥇 Best Project in Fintech & Open Innovation — GDG AI Hackathon 2.0 (Mumbai × Pune)
- 📈 Built an XGBoost + LSTM intraday trading model on Nifty 500 → 646.6% backtested return
- ⚖️ Self-represented and won a consumer court case against Asus India Pvt Ltd
AI / ML
PyTorch TensorFlow Scikit-learn XGBoost LangChain LangGraph RAG LoRA Fine-Tuning Apple MLX NLP Computer Vision Synthetic Data Generation
Full-Stack
React.js Next.js Node.js FastAPI Express.js WebSockets TailwindCSS MongoDB PostgreSQL Firebase
DevOps & Cloud
Docker GitHub Actions GCP AWS (S3, Lambda) CI/CD
Blockchain
Solidity Ethereum Truffle Web3.js Ethers.js
| Project | Stack | What it does |
|---|---|---|
| Chameleon | PyTorch · MLX · Qwen · FastAPI | Self-evolving honeypot with novel PSO + RRT algorithms |
| FinManage | Next.js · Gemini API · Google ADK | Multi-agent AI FinTech platform — GDG Hackathon Winner |
| Chatty | MERN · Socket.io · JWT | Real-time chat — sub-100ms delivery |
| Trading Model | XGBoost · LSTM · GCP | Intraday signal model — 646.6% simulated return |
| Nyaya-Setu | FastAPI · LangChain · RAG | AI legal-tech for Indian consumer courts |
💼 Open to remote part-time internships — AI/ML · Full-Stack · Cybersecurity Research