Subhajit Manas Nayak
SSenior Engineering Manager at Everline Health · ML infrastructure
- Everline Health
- Bengaluru, India · IST (UTC+5:30)
- 14+ years experience
- IIIT Bangalore
- English, Hindi, Kannada
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Overview
I lead ML infrastructure at Everline Health in Bengaluru. Brought on-call pages for ML platform down from 28 a week to 1. Mentored 15 engineers through their first promotion. Most at home with CUDA and feature stores.
Good reasons to reach out
- Thoughtful intros to people in my field
- Speaking or podcast invitations
Please don't message about
- Unpaid work or spec projects
- Crypto token projects
Skills
model servingRayfeature storesCUDAKubeflow
Experience
- Senior Engineering ManagerSep 2022 - PresentEverline Health · 4 yr 1 mo · Full-time · Bengaluru, India
- Mentored 9 engineers through their first promotion.
- Shipped a rewrite that took build times from 15 minutes to under 2.
- Brought on-call pages for ML platform down from 40 a week to 1.
- ML EngineerFeb 2019 - Sep 2022Wipro · 3 yr 7 mo · Full-time · Bengaluru, India
- Taught SQL to 200 non-analysts.
- Senior ML EngineerJan 2016 - Feb 2019Zerodha · 3 yr 1 mo · Full-time · Bengaluru, India
- Replaced 75 hand-built dashboards with one metrics layer people trust.
- ML EngineerMar 2014 - Oct 2015Airtel · 1 yr 7 mo · Full-time · Bengaluru, India
- Replaced 57 hand-built dashboards with one metrics layer people trust.
- ML EngineerNov 2012 - Mar 2014Persistent Systems · 1 yr 4 mo · Full-time · Bengaluru, India
- Replaced 106 hand-built dashboards with one metrics layer people trust.
Projects
Conference talk: lessons from ML platform
2026What went wrong and what worked while scaling ML infrastructure.
Open-source Ray toolkit
2023A small library for ML infrastructure that 470 developers star on GitHub.
References
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Education
- IIIT BangaloreM.Tech, Mathematics2008 - 2010
- Amity UniversityB.Tech, Mathematics2004 - 2008
Details
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