Amol Umbarkar
Product Engineering - TIR AI Platform
Greater Bengaluru Area India
Summary
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RockstarAmol Umbarkar is a product-focused engineering leader with 10 years of experience building scalable cloud and ML infrastructure, currently driving training and inference optimizations for large LLMs on the TIR AI Platform at E2E Cloud. He has a strong track record of launching new product lines and enterprise features—from architecting telemetry and licensing for SigNoz to creating a no-code ML orchestration tool (hyperML) and GPU-backed services at E2E Networks. Comfortable across systems, backend services and product architecture, he repeatedly turns research-grade ideas into production systems that cut cost and improve performance at scale. Colleagues rely on him for pragmatic designs that separate OSS and enterprise concerns, distributed config and scaling patterns, and measurable reliability gains. Based in Bengaluru, he blends startup builder instincts with enterprise-grade engineering discipline.
11 years of coding experience
14 years of employment as a software developer
Stackoverflow
141reputation
5kreached
23answers
0questions
Github Skills (37)
observability10
api-design10
alertdialog10
alertifyjs10
typescript10
alertview10
alerts10
go10
api10
typescript-types10
typescripts10
backend10
react10
restful-api9
application-monitoring9
Programming languages (8)
Github contributions (5)
mindhash/tir-samples
Mar 2024 - May 2026
Contributions:1 PR, 185 pushes, 3 branches in 2 years 3 months
mindhash/amols.blog
Apr 2020 - Apr 2026
My personal website + blog. Built with Gatsby.js.
Contributions:20 pushes in 6 years 1 month
gatsbyjs
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