At Amity University, I lead AI/ML initiatives spanning Generative AI, LLMs, Agentic AI, and multimodal learning. I develop end-to-end solutions, from problem formulation and data processing through evaluation and application prototyping.
I build RAG systems with document processing, embeddings, vector databases, semantic retrieval, and contextual LLM generation. I also develop Python-based LangChain and LangGraph agents with tool calling, memory, and structured workflows.
As a Research Fellow at Amity University, Noida, I developed ML/DL models and data pipelines for multimodal wearable-sensor and assistive AI applications. I integrated EMG/IMU data through preprocessing, feature engineering, representation learning, and classification.
My projects include a LangGraph research assistant using MCP tools and an ML deployment platform with FastAPI, SQLAlchemy, SQLite, and Angular. I’ve authored 15+ peer-reviewed publications and hold a granted patent for an air-quality measurement approach.
