Ashwin Ranganathan

S

ML Engineer, Dream11 - Python · Ray · CUDA

Dream11
Chennai, India · IST (UTC+5:30)
2+ years experience
PSG College of Technology
English, Hindi, Tamil
Messaging unavailable

Overview

I work on ML infrastructure at Dream11 in Chennai. Cut p99 latency on the ML platform services from 325ms to 101ms. Led the migration of 65 services to AWS. Jazz piano, badly.

Good reasons to reach out
  • Mentors who have done this before
  • Questions about recommendation systems
Please don't message about
  • Crypto token projects
  • Unpaid work or spec projects
  • Survey or panel invitations

Replies on weekends

Skills
KubeflowRayCUDAPyTorchAWSPython
LearningLearning something
closes in 3 months

Learning Ray - want a mentor for monthly reviews

Goal
Prepare for senior interviews in recommendation systems.
Where I am now
Working on it daily
Ideal mentor
Someone who has worked in recommendation systems for a few years
Cadence
Monthly
What I can offer back
Introductions in my college network

2 years in so far. Looking for honest feedback, once or twice a month.

Chennai, Indiaawspythonpytorch

Experience

  1. ML Engineer
    Jun 2025 - Present
    Dream11 · 1 yr 4 mo · Full-time · Chennai, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 125 non-analysts.
  2. ML Engineer
    Sep 2024 - May 2025
    Philips · 8 mo · Full-time · Chennai, India
    • Replaced 100 hand-built dashboards with one metrics layer people trust.

References

No references yet.

Education

  1. PSG College of Technology
    B.E., Computer Science
    2019 - 2023

Details

Compensation expectations
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