- 🎓 Major: Pre-final year UG - Electrical Engineering @ IIT Bombay
- 🤖 Domain of Work: Machine Learning, Artificial Intelligence
- 💻 Languages: Python, C++
- 🧠 Areas: Computer Vision, NLP, LLMs, Vision-Language Models, Model Evaluation, Explainability
- ⚡ Fun Fact: I automate boring stuff and simulate fun ones 🤖🎮
- UG Research - MeDaL Lab, IIT Bombay: Researching calibration techniques for LLMs, VLMs and deep learning systems to improve generalization and reliability in medical applications.
- AI ML Intern - Wyzr Fintech: Designed an LLM-powered transaction reconciliation system, boosting accuracy by 33% and speeding up response times by 93.84% through optimized querying and MongoDB integration.
- UG Researcher - Prof. Biplab Banerjee’s Lab, IIT Bombay: Implemented a Query-Key Similarity attention mechanism for multi-modal image-text alignment, enhancing zero-shot performance on large datasets like NUS-WIDE and MLRSNet.
- Contactless Biometrics for UIDAI Aadhar: Developed Shearishlet, a ViT-compatible feature extractor achieving 97% accuracy in deepfake detection, improving security in biometric systems for fingerprint identification.
- ReVival: Live Deployment An end-to-end system for routing returned products back into the market instead of landfill. When a seller returns or re-lists an item, an agent pipeline grades it, prices it, matches it to the buyer least likely to return it again, generates a verified condition report, and closes the listing prevention loop on the original product page.
- Medusa Multi Head Decoding: Multi Head LLM inference implementation for better accuracy for longer responses.
- Enerdy: AI-powered Linux power management system to optimize CPU, GPU, and system workloads to maximize battery life and energy efficiency.
- My solutions to leetcode problems (updated daily with problem of the day) leetcode
- CSES problem solutions
- 🪟 Qualcomm Innovation Challenge — Reflection Removal (Ranked 4th)
- 📷 Image Super Resolution Challenge — (Ranked 4th)
- AMD AI Sprint - Developed Questioning, Answering bot for Logical Reasoning tasks.