Open to opportunities

Jaydatta Bade

@jaydattabade

Message

I build production agentic AI, RAG, and self-hosted LLM systems for document intelligence.

India

Message

What I'm looking for

I'm looking to build production-grade generative AI and machine learning systems, especially agentic workflows, RAG, document intelligence, and private self-hosted LLM solutions.

I've built production AI systems at EY Global Delivery Services, Airtel, and FilersKeepers/Lawstronaut, turning complex documents and business workflows into reliable AI products.

At EY, I architected a multi-agent sales intelligence platform using AutoGen, Azure OpenAI, and Azure AI Search that reduced manual reporting effort by 80% and cut time-to-insight from hours to minutes. I also shipped a RAG chatbot for medical policy comparison that reduced manual review time by 60%, deployed through FastAPI, Azure App Services, GitHub Actions, and ReactJS.

I'm now building LangGraph-orchestrated legal document pipelines, self-hosted vLLM inference on AWS GPUs, and structured extraction systems that preserve source text while enforcing validation checks. I enjoy designing practical agentic AI solutions that keep sensitive data in-house and produce dependable, auditable outputs.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer - Individual Contributor

Current

FilersKeepers/Lawstronaut

Mar 2026 - Present (5 months)

Architected a LangGraph-orchestrated multi-agent QC pipeline for legal retention records, and building a production pipeline converting unstructured legal markdown into a fixed JSON schema. Self-hosting a 30B MoE model behind vLLM's OpenAI-compatible inference server.

Python LangGraph Azure OpenAI VLLM Docker Modal AWS Kubernetes PostgreSQL Pandas Openpyxl

AI Engineer - Assistant Manager

Airtel

Nov 2025 - Feb 2026 (3 months)

Built a POC for Vision-Language Model (VLM)-based extraction on KYC documents, self-hosting Qwen3-VL-4B via vLLM on a GPU. Prototyped a B2B order-taking chatbot with a scripted form-filling flow.

Python VLLM OpenCV GPU Inference Chatbot REST APIs

AI Engineer - Associate Analyst

EY Global Delivery Services

Aug 2024 - Oct 2025 (1 year 2 months)

Architected a multi-agent sales intelligence system on AutoGen, and built a RAG-based chatbot for comparing medical policy documents. Deployed both systems as FastAPI services on Azure App Services with CI/CD via GitHub Actions.