Mrunal Shruti Naik

S

Senior ML Engineer at Dream11 · model serving, Python

Dream11
Ahmedabad, India · IST (UTC+5:30)
5+ years experience
NIT Warangal
English, Hindi, Gujarati
Open to work
Messaging unavailable

Overview

Currently at Dream11, where I work on ML infrastructure. Moved 67% of ML platform traffic off a legacy monolith without a customer-facing incident. Shipped 16 launches on the ML platform team without a rollback. Before that: Siemens and Adobe. Most at home with CUDA and PyTorch. I write a small newsletter about ML infrastructure.

Good reasons to reach out
  • Roles in recommendation systems
  • Speaking or podcast invitations
  • Second opinions on feature stores decisions
  • Working sessions on PyTorch
Please don't message about
  • SEO and link-building offers
  • Crypto token projects

Slower in the last week of each quarter

Skills
CUDAmodel servingRayKubeflowPyTorchPythonfeature stores
Open to workLooking for a role
closes in 3 months

Next role: ML Engineer in food delivery, Ahmedabad or hybrid

Target roles
ML Engineer
Level
Senior
Industries
Healthtech, Logistics
Work mode
Remote
Available
90 days notice
Work authorization
Indian citizen
What I'm looking for
Scope to lead recommendation systems work, with a manager who gives direct feedback.
Not interested in
Night shifts

5 years in ML infrastructure. Strongest at feature stores and model serving. Serving notice now.

Ahmedabad, Indiaraymodel servingcuda
Open

Experience

  1. Senior ML Engineer
    Jul 2025 - Present
    Dream11 · 1 yr 3 mo · Full-time · Ahmedabad, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Replaced 20 hand-built dashboards with one metrics layer people trust.
  2. ML Engineer
    Dec 2022 - Jul 2025
    Siemens · 2 yr 7 mo · Full-time · Ahmedabad, India
    • Shipped a ranking change that increased conversion 4.8%.
    • Replaced 35 hand-built dashboards with one metrics layer people trust.
  3. ML Engineer
    Oct 2021 - Dec 2022
    Adobe · 1 yr 2 mo · Full-time · Ahmedabad, India
    • Replaced 57 hand-built dashboards with one metrics layer people trust.
    • Moved the homepage from rules to a learned ranker.

References

No references yet.

Education

  1. NIT Warangal
    B.Tech, Mathematics
    2017 - 2021

Details

Compensation expectations
What they are targeting for their next role.
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