At IIIT Allahabad, I worked as a Teaching Assistant for Machine Learning and Principles of Programming Languages, designing and evaluating coursework for 100+ students. I also led Python tutorials covering machine learning fundamentals and data structures.
For my M.Tech thesis, I developed VSCE-EL, a multimodal entity-linking pipeline, and fine-tuned Qwen2-7B with QLoRA, achieving 94.75% Top-1 accuracy on WikiMEL. I also built WebRAG, a local-first RAG system, and DataPilot, a multi-agent AI data analyst, and was selected for Amazon ML Summer School 2025.

