Subhajit Manas Nayak

S

Senior Engineering Manager at Everline Health · ML infrastructure

Everline Health
Bengaluru, India · IST (UTC+5:30)
14+ years experience
IIIT Bangalore
English, Hindi, Kannada
Messaging unavailable

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

  1. Senior Engineering Manager
    Sep 2022 - Present
    Everline 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.
  2. ML Engineer
    Feb 2019 - Sep 2022
    Wipro · 3 yr 7 mo · Full-time · Bengaluru, India
    • Taught SQL to 200 non-analysts.
  3. Senior ML Engineer
    Jan 2016 - Feb 2019
    Zerodha · 3 yr 1 mo · Full-time · Bengaluru, India
    • Replaced 75 hand-built dashboards with one metrics layer people trust.
  4. ML Engineer
    Mar 2014 - Oct 2015
    Airtel · 1 yr 7 mo · Full-time · Bengaluru, India
    • Replaced 57 hand-built dashboards with one metrics layer people trust.
  5. ML Engineer
    Nov 2012 - Mar 2014
    Persistent 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
2026

What went wrong and what worked while scaling ML infrastructure.

Open-source Ray toolkit
2023

A small library for ML infrastructure that 470 developers star on GitHub.

References

No references yet.

Education

  1. IIIT Bangalore
    M.Tech, Mathematics
    2008 - 2010
  2. Amity University
    B.Tech, Mathematics
    2004 - 2008

Details

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