Engineered a dual-model NLP pipeline with confidence-based routing to improve reliability and reduce false positives in ambiguous tweet classification. Built a production-oriented MLOps cycle covering model inference, API deployment, data persistence, monitoring, and prediction tracking using FastAPI and Firebase Data Connect.

Built a movie recommendation system combining MovieLens and TMDB datasets achieving 18% Precision@10, competitive with industry baselines. Developed an immersive 3D frontend using Three.js just for fun!

Designed a self-playing 2D game using Reinforcement Learning

Quantum-resistant messaging app using ML-KEM (Kyber) post-quantum cryptography for secure communications over a local area network (LAN).

Comprehensive survey analysis of 100 students examining the relationship between social media usage and mental well-being. Key finding: 51% reported mental health decline after increased usage.

CSP solver for logic grid puzzles (Zebra puzzles) using symbolic reasoning, not ML. Implements backtracking search with MRV heuristic, degree heuristic as tie-breaker, Least Constraining Value ordering, and AC-3 arc consistency for early dead-end detection. Evaluated on ZebraLogicBench (1K+ puzzles).

Healthcare management system built with Java, Spring Boot & JavaFX for real-time patient vital monitoring, automated medical report generation, appointment scheduling, and emergency alerting through email.

Built a deep learning classifier from scratch in C++, implementing custom neural network layers, backpropagation, and model serialization, achieving 85%+ accuracy on MNIST.

Google Docs-inspired web editor to create and export documents as .docx files.

Built a desktop job portal connecting employers with tradespersons and laborers through city and skill-based job matching, backed by CustomTkinter and Firebase Firestore.