Deep Learning & AI
Machine Learning Projects
GPT Model (nanoGPT)
Minimal GPT architecture from scratch. Implemented multi-head attention, tokenization, and positional encoding. Achieved 92% perplexity match vs reference nanoGPT on TinyShakespeare.
View on GitHub
Face Mask Detection (YOLOv8)
Advanced face mask detection achieving 92% mAP with YOLOv8. Real-time OpenCV inference pipeline delivering >25 FPS with accuracy-latency analysis.
View on GitHub
Face Mask Detection (SSD)
Single Shot Detector model for real-time mask compliance monitoring. Benchmarked against YOLOv8 (85% vs 92% mAP). OpenCV inference at competitive FPS.
View on GitHub
Applied RL Highway
Reinforcement learning agent navigating highway traffic using deep Q-learning and policy optimization with OpenAI Gym highway-env.
View on GitHub
Movie Recommendation System
ML recommendation engine using collaborative filtering and content-based methods to generate personalized movie suggestions.
View on GitHub
