Lokesh Chimakurthi | Generative AI Engineer Portfolio

About Me

I'm a Python developer transitioning into a dedicated Generative AI Engineer with hands-on experience designing robust Retrieval-Augmented Generation pipelines, building AI agents, and fine-tuning LLMs. My mission is to harness AI to deliver reliable, context-aware solutions that elevate user experiences and business value.

Core Skills

Python

LLMs

RAG

AI Agents

Qdrant

FastAPI

Kafka

BigQuery

AWS

Docker

Featured Projects

Reliable RAG

Hybrid RAG system delivering trustworthy, context-aware answers across varied document types. Overcomes limitations of single retrieval methods.

GitHub ↗

Medical Embedding Model

Trending embedding model on Hugging Face with 1,500+ monthly downloads; tailored for the medical domain to boost retrieval accuracy.

Hugging Face ↗

Text-to-SQL AI Agent

Deployed production-grade agent & MCP server that translate natural language questions into SQL queries and share insights with data exports.

Private Repo

Experience

Nov 2024 – Present

Eka Care – Software Development Engineer (SDE-1)

Built and deployed Text-to-SQL AI agent with MCP server for actionable insights.
Engineered data pipelines integrating MySQL, MongoDB, DynamoDB, Firebase into BigQuery, saving $900/mo.
Led 4-day data warehouse migration to ClickHouse reducing costs by $450/mo.

Feb 2024 – Nov 2024

Eka Care – Product Analyst

Designed analytics dashboards improving customer onboarding efficiency by 17%.
Optimized ETL tables, cutting BigQuery scan sizes by 70%.

Oct 2023 – Feb 2024

Good Health Company – Product Analyst

Translated user feedback & data into product strategies, raising Android rating from 2.3 ➜ 3.8.
Developed KPI dashboards enhancing data-driven decisions.

Let's Connect

Interested in collaborating or have an opportunity? Reach out!

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