AI Engineer & ML Researcher
M.Sc. Data Science Candidate, Chandigarh University
Sales Operations Analyst, NB Enterpriser (India Today Group)
I am an AI Engineer and Machine Learning Researcher with expertise in developing intelligent systems that solve real-world problems. My work spans machine learning, natural language processing, computer vision, and AI automation. I am currently pursuing a Master of Science in Data Science at Chandigarh University while working as a Sales Operations Analyst at NB Enterprises (India Today Group).
My research interests focus on Large Language Models, Retrieval-Augmented Generation (RAG) systems, and building production-ready AI applications. I have achieved top rankings in multiple Kaggle competitions, including a Silver Medal (Top 2%) in the MAP Competition for predicting student math misconceptions and 11th place (Top 1%) in the Nexar Dashcam Collision Prediction Challenge.
I believe in the power of continuous learning and practical implementation. My journey from statistical foundations to cutting-edge AI applications has been driven by self-study, hands-on projects, and participation in competitive machine learning challenges.
Developed an advanced NLP system using an ensemble of 6 large language models (7B-14B parameters) to automatically identify mathematical misconceptions from student explanations. Achieved 0.947 MAP@3 score, ranking 45th out of 2,500+ participants (Top 2%).
Computer vision project for dashcam collision prediction using VideoMAE-2 architecture. Implemented transformer-based video analysis for real-time safety applications in autonomous driving.