Projects

Projects I did for fun or to learn new stuff.

Multi-Agent Code Review System

Automated PR review with specialized agents for security, code quality, and test coverage analysis.

Knife Safety Monitor

Computer vision system that monitors knife safety in real-time using hand tracking, blade detection, and 3D depth estimation.

Code

Neuron Voltage Forecasting

CNN-LSTM neural network that predicts brain electrical activity, using simulated data as a proxy for real neurons.

Code

Real-Time Event Streaming System

Streams filtered user events to clients over WebSocket. Uses Kafka for durability, Redis for low-latency queues, PostgreSQL for filter storage.

Code

Fraud Detection MLOps Pipeline

End-to-end MLOps pipeline for credit card fraud detection with automated testing, CI/CD, cloud deployment, and conditional model updates.

Code

NASA Space Apps Challenge 2025 (Global Nominee)

AI-powered exoplanet detection system with interactive 3D visualization. Analyzes transit signals using machine learning and renders complete planetary systems in real-time.

Code Demo

Investment Analyst Agent

AI platform automating investment banking workflows (trading comps, company profiles, target screening) using LangGraph, Next.js, and FastAPI.

Code

DreamerV3 Adaptive Environment Experiment/Extension

Exploring how DreamerV3, a model-based RL model, learns through curriculum learning using a custom adaptive obstacle course environment.

Code

Motivational Quote Generator

A Llama 3.2 3B model fine-tuned on ~33k motivational quotes and advice to generate motivational quotes based on user input.

Code

Video intro skipper

A Reinforcement Learning based Auto-Skipper trained to analyze the video and predict intro/outro segments.

Code