Final-year AI/ML undergrad who ships things that hold up outside a demo — from a CodeBERT vulnerability detector trained on 190K real CVE functions to full-stack apps with real ML microservices behind them, not just a UI wrapped around a static API call.
- Fine-tuned and deployed a transformer model across three production surfaces — REST API, CI/CD GitHub Action, and a VS Code extension
- Built ML microservices (Scikit-learn, PyTorch) that plug into full-stack apps, not standalone notebooks
- Implemented server-validated authentication — HTTP-only session cookies, per-user data isolation at the query level
- Combined reinforcement learning with time-series forecasting to inform a decision policy, benchmarked against a baseline
|
Languages Python · TypeScript · JavaScript · Java · SQL Frontend React · React Native · Next.js Backend Node.js · Express · FastAPI |
AI/ML PyTorch · HuggingFace Transformers · Scikit-learn · Gemini · Deepgram Data & Infra PostgreSQL · Firebase · AWS Practices Git · GitHub Actions · Agile/Scrum |
| Neural Vulnerability Detector | Fine-tuned CodeBERT on 190K+ real CVE functions to catch vulnerabilities in C/C++ that rule-based scanners miss — F1 0.782, deployed as a FastAPI service, a GitHub Action that auto-comments on PRs, and a VS Code extension PyTorch · HuggingFace · FastAPI · ONNX |
| Tripzo | Full-stack ride-booking app with a real ML fare-prediction microservice — 7 live inputs (traffic, weather, demand, time-of-day) across 4 Google Maps APIs, itemized fare breakdown, Razorpay payments React Native · FastAPI · Scikit-learn · PostgreSQL |
| InterviewX | Voice-driven AI mock interview platform — Gemini 2.5 Flash generates questions live, Deepgram transcribes answers in real time, session-cookie auth with per-user Firestore isolation Next.js · Gemini · Deepgram · Firebase |
| RL Portfolio Optimization (contributor) | PPO reinforcement-learning agent + ARIMA forecasting for dynamic portfolio allocation — added the ARIMA forecast-vs-actual chart, fixed core bugs, rebuilt full documentation Python · Stable-Baselines3 · Statsmodels |