Amol Umbarkar
Product Engineering - TIR AI Platform
Greater Bengaluru Area India
Summary
🤩
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.
10 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 (7)
Github contributions (5)
mindhash/signoz
Mar 2022 - Feb 2023
SigNoz is an open-source APM. It helps developers monitor their applications & troubleshoot problems, an open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool
Contributions:2 reviews, 308 commits, 6 PRs in 11 months
newrelicmonitoropen-source-alternativeperformance-monitoringapm
mindhash/tir-samples
Mar 2024 - Mar 2025
Contributions:1 PR, 128 pushes, 2 branches in 1 year
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