Known Deeds:

• Orchestrated the development of a stateful, multi-agent AI underwriting platform on AWS, utilizing Amazon S3 for scalable data ingestion and Amazon SageMaker for model experimentation and training. Leveraged LangGraph to manage complex decisioning workflows, integrating LLMs via AWS Bedrock and AWS Textract for high-fidelity OCR, culminating in a system fortified with robust guardrails and stress-tested for large-scale deployment.
• Built a multi-agent RAG pipeline for insurance pitch evaluation using Agno Agents, HuggingFace embeddings, and LanceDB vector search. Designed agents for plan lookup, accuracy checking, competitive analysis, and pitch improvement. Integrated hybrid semantic search with LLM reasoning to generate precise evaluations and improved sales pitches.
• Spearheaded the development of a scalable data processing pipeline to automate extraction, deduplication, and enrichment of 100+ QRF Excel sheets and 180M+ insurance records using Python, Pandas, KMeans clustering, and MD5 hashing, generating actionable penetration insights.
• Engineered a lightweight Aadhaar document intelligence system using computer vision using YOLO v11, secure PII masking via a custom-built GUI, achieving 95%+ extraction accuracy across image and PDF formats.

Known Deeds:

• Built and deployed 3 AI-driven applications including a multimodal PDF page analyzer, real-time audio transcription system, and a time-series data visualization dashboard.
• Developed a Streamlit-based dashboard for interactive visualization of lab sensor data from SQLite.
• Engineered a multimodal QA tool integrating pdf2image, base64 encoding, and OpenRouter's Gemini/Qwen API.
• Designed a client-server transcription system using FastAPI and OpenAI Whisper.

Known Deeds:

• Designed and implemented a conversational AI chatbot using LangChain and HuggingFace for PDF document retrieval and QA.
• Utilized FAISS for efficient vector storage and retrieval, and integrated a conversational buffer memory.

Achievements & Responsibilities:

• 2nd Runner-up in Case Master Organised by BITS PILANI
• National Rank 9/1144 in Critter Crusade, in Vista 23, IIM Bangalore
• National Rank 24/1221 in Re-invent in, in Vista 23, IIM Bangalore
• 3 times Gold Medalist in International Mathematics Olympiad at Zonal Level, International Rank 1306
• NIT Jamshedpur - Analytics Club – General Secretary
• E-CELL – Content Head, NSS Volunteer, NIT Jamshedpur