Indira Kumar A K
AI Engineer | Building LLM tools used by 10,000+ engineers | FastAPI · React · RAG · Databricks · LLMs · MCP | Ex-founder
Bengaluru
4+ years of work experience
May 20242 y 4 moPresent
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.
May 20234 mosAug 2023
Remote
Oct 20221 yr 8 mosMay 2024
- 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.
Jun 20224 mosSep 2022
Delhi, India
Indira’s AI Stack
Education
Bachelor's degree, Computer Science
Amrita Vishwa Vidyapeetham
20204 yrs2024
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