About Me

My background, experience, and the technologies I work with.

Background

AWS Certified Solutions Architect and AI Engineer specializing in Agentic AI systems, enterprise RAG pipelines, LLM evaluation, and AI workflow orchestration. Designed and delivered production AI applications and platform capabilities across document intelligence, enterprise analytics, data integrity, and voice AI using Python, PydanticAI, LangGraph, Amazon Bedrock, AWS, and Databricks.

Skills

Agentic AI & Orchestration

LangChain

LangGraph

PydanticAI

Strands Agents

FastMCP

Model Context Protocol (MCP)

Multi-Agent Systems

Tool Calling

Function Calling

Generative AI & LLMs

Hugging Face

RAG Architectures

Semantic Search

Vector Databases

Embeddings

Prompt Engineering

Prompt Evaluation

Languages & Frameworks

Python

SQL

JavaScript

FastAPI

REST APIs

Cloud & Infrastructure

Amazon ECS

Amazon EKS

AWS Lambda

Amazon S3

S3 Vectors

Amazon Bedrock

Amazon Bedrock AgentCore

Docker

GitLab CI/CD

MLOps & Evaluation

MLflow

LangSmith

LLMOps

AI Evaluation

Agent Evaluation

Agent Memory

Datadog

Databases

PostgreSQL

MongoDB

Amazon DynamoDB

ChromaDB

Observability

Datadog

OpenTelemetry

LangSmith Tracing

Experience

AI/ML Technical Lead – Agentic AI & LLM Systems

Zeb, Chennai

April 2024 - Present

Leading design and delivery of production AI applications and platform capabilities across document intelligence, enterprise analytics, data integrity, and voice AI using Python, PydanticAI, LangGraph, Amazon Bedrock, AWS, and Databricks. Experienced in solution design, multi-agent system development, LLMOps, and client-facing technical delivery.