Projects

An end-to-end reinforcement-learning trading pipeline across 6 equities. LLMs scraped and normalised 79 algorithmic strategies into a 245,000-sample expert dataset, then a RecurrentPPO agent was warm-started via imitation learning.

A real-time CCTV pipeline for vehicle detection, traffic forecasting and violation analytics, built for chaotic urban roads.

Project Admin for a GirlScript Summer of Code 2026 selected platform, featuring mini-games, an Eco Village system, and SQL-backed dashboards.

Heikin-Ashi preprocessing adapts to volatility regimes, then a Random Forest classifier evaluates candlestick-pattern predictiveness.

A production-style booking platform built solo for a full-stack take-home assignment: real JWT auth with bcrypt-hashed passwords, a booking-overlap algorithm that guarantees zero double-bookings, and a full host CRUD dashboard alongside the guest-facing browse, search and book flow.

A CLI and web tool that finds personally identifiable information in PDFs and text, then writes a redacted document with every PII value swapped for a consistent, realistic fake. Uses a hybrid regex + spaCy NER pipeline, evaluated end-to-end against a real SEBI IPO prospectus rather than synthetic data.

An NLP pipeline that classifies news articles as real or fake, comparing Logistic Regression, SVM, Naive Bayes and Random Forest across accuracy, precision and recall to pick the strongest model.