---
title: "Indira Kumar A K - AI Engineer II in Bengaluru | Tal"
description: "Meet Indira Kumar A K, AI Engineer | Building LLM tools used by 10,000+ engineers | FastAPI · React · RAG · Databricks · LLMs · MCP | Ex-founder based in Bengaluru. AI stack includes claude code, codex, and opencode. Explore public work links including github, leetcode, and indirakumar.com."
image: "https://tal.club/meet/indira-kumar-a-k/share-image"
---

# Indira Kumar A K on Tal

## Headline

AI Engineer \| Building LLM tools used by 10,000\+ engineers \| FastAPI · React · RAG · Databricks · LLMs · MCP \| Ex\-founder

## Location

Bengaluru

## AI stack

claude code

codex

opencode

## Work experience

AI Engineer II at Thermo Fisher Scientific, May 2024 \- Present · 2 y 4 mo, Bengaluru, Karnataka, India, \- Built and owned a RAG service assistant end to end, concept to production in two months, for 3,000\+ field service engineers\. Embedded the RAG in SAP ERP workflow, collapsing a multi\-step lookup into one or two clicks\. \- Replaced manual ingestion with an automated pipeline across 400 repositories, with custom integrations for SharePoint, S3, Bynder and Fluidtopics\. \- Defined the org's MCP server archetype and safety requirements with our platform team, then shipped two of its earliest production servers, extending two assistants into chatGPT Enterprise with each UI served as an MCP resource\. \- Triaged and closed a production P1, cutting p95 latency 53% from 26\.5s to 12\.4s by parallelizing document and ticket retrieval\. \- Built a customer intelligence assistant surfacing upsell opportunities across existing and prospective accounts\. \- Built a a lead\-scoring pipeline where an LLM agent rates scraped public tender data on an async worker with database\-level job locking\.

GirlScript Summer of Code Contributor at GirlScript Summer of Code, May 2023 \- Aug 2023 · 4 mos, Remote

Amfoss Member at amFOSS, Oct 2022 \- May 2024 · 1 yr 8 mos, \- Contributed to various Open Source programs like Hacktoberfest 2022 and GSSOC’23\. Represented AmFOSS at events such as Open Source India Summit and Devfest 2022\. \- Built Doc Assist using React, Express, and MySQL, a web app used by a few hospitals to address issues faced by in\-patients\.

Software Developer Intern at AJILEDONE TECHNOLOGIES PRIVATE LIMITED, Jun 2022 \- Sep 2022 · 4 mos, Delhi, India

## Education

Bachelor's degree, Computer Science, Amrita Vishwa Vidyapeetham

## Public links

- github: https://github\.com/indira\-kumar
- leetcode: https://leetcode\.com/indira\-kumar
- indirakumar\.com: https://indirakumar\.com/

[View the original profile](https://tal.club/meet/indira-kumar-a-k)

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