Projects
Postdoctoral
Leading an applied research collaboration on a multilingual conversational chatbot for flight booking, customer support, and other aviation services. Spans LLM fine-tuning, retrieval-augmented generation (RAG) over airline knowledge bases, and grounding for factual reliability.
Industry
Senior AI Engineer working on agentic-AI frameworks, LLM fine-tuning, and RAG pipelines. Led two key projects: Mathematical Reasoning for Olympiad-level problems in LaTeX, and Teaching Assistant for generating exam questions across school, college, and competitive levels.
AI/ML Scientist working on Routing RAG agents and integrating LLMs (LLaMA, GPT, Mistral) with indexing systems (ChromaDB, FAISS, Azure) for the DROIT search engine, profile-matching chatbot, and medical-domain AI (journal search, summarization, QA chatbot).
Academic
Funded by the Ministry of Home Affairs, India. Two modules: (1) Multimodal & multilingual sentiment/emotion analysis system for victims, and (2) AI-based interactive counseling chatbot for victims.
Funded by SkyMap Global Pte Ltd, Singapore. Deep learning-based sentiment analysis to identify client intentions toward closing deals and provide actionable business insights.
M.Tech thesis at NIT Rourkela. Recognizing and tracking individuals across non-overlapping camera views, addressing illumination changes, viewpoint variations, and scale variations.
B.Tech project at MIET Meerut. A portable musical experience using laser projection and finger tracking to turn any surface into an interactive piano.