Sentinel
Offline real-time AI surveillance system running YOLOv8 object detection, ONNX face recognition, MediaPipe pose estimation, and local LLM inference entirely on consumer hardware with zero cloud dependencies. Multi-threaded Python engine with centroid-based tracking, action recognition, ChromaDB vector memory, and RAG-based chat interface. Features radar map, density heatmap, zone alerts, anomaly screenshots. Known limitations: CPU-bound, face model bias toward Asian faces, 2-3s LLM latency. Roadmap includes React dashboard, Telegram alerts, Kalman MOT, GPU acceleration, multi-camera fusion.
AlgoAtlas
The platform will enable users to improve their competitive programming skills systematically by providing personalized practice plans, curated problem recommendations, and in-depth performance analysis. Users will save time by focusing on problems that align with their skill levels and weaknesses, ensuring efficient learning and targeted growth. The structured approach will lead to measurable improvements in their problem-solving abilities, helping them achieve better results in contests and enhancing their confidence. By offering tools to analyze past contest performance and track progress over time, the platform will empower users to identify patterns, address mistakes, and consistently improve. Ultimately, the platform aims to create a supportive environment where programmers can excel in competitive programming and reach their full potential.
Developer Club Website
🚀 Built the official website for our college’s Coding Club!
Developed a platform for events, announcements, leaderboards, and membership.
Designed an intuitive UI for students to engage with the club.
Implemented features like an FAQ section and an upcoming Resources Hub for learning.
