Automotive ML-based IDS2025
Python, Machine Learning, Automotive Security, CAN Bus
- Developed an intelligent intrusion detection system leveraging machine learning algorithms to monitor and detect anomalous behavior in automotive CAN bus communications.
- Integrated real-time Python-based firewall with ensemble models to enhance vehicular safety.
Motorsport Telemetry Dashboard - Ignition 1.02025
IMU, GPS, Sensor Fusion, Embedded Systems, IoT
- Built a real-time telemetry system integrating IMU acceleration data, GPS-based vehicle tracking, and speed estimation using sensor fusion.
- Recognized as the 2nd lightest hardware system at Ignition 1.0 (sponsored by Ather Energy) and secured 5th place overall.
- Implemented contextual interpretation of driving behavior through acceleration variance analysis.
Joy of Engineering Lab – Official Website2025
Next.js, TypeScript, Tailwind CSS, Web Development, UI/UX
- Designed and developed the official digital presence for JoEL to showcase flagship events like HackeZee and Roadshow.
- Optimized for performance and accessibility, ensuring a structured platform for student projects and initiatives.
Life OS – Official Website2026
Next.js, TypeScript, Tailwind CSS, Web Development, UI/UX
- A minimalist utility to capture thoughts, track finances, build habits, and plan your days.
- Developed a full-stack personal management system with private synchronization and habit tracking.
PESU ResearchMatch2026
Python, Machine Learning, NLP, Flask, React
- Developed a Hybrid Retrieval pipeline combining BGE-Large dense embeddings with BM25 keyword matching for high-precision faculty discovery.
- Integrated local LLM (Qwen-2.5-0.5B) to provide personalized explanations for each professor-student match.
- Implemented client-side PDF text extraction for resume analysis and seamless interest-based semantic search.
- Engineered a full-stack system using Flask and React, processing 1024-dimensional semantic vectors locally without external API dependencies.