Amrutha Govindan

ML Engineer, Tech Mahindra - feature stores · Ray · PyTorch

Tech Mahindra

Hyderabad, India · IST (UTC+5:30)

3+ years experience

Anna University

English, Hindi, Telugu

Learning

Messaging unavailable

Overview

ML Engineer at Tech Mahindra, focused on ML infrastructure. Shipped a rewrite that took build times from 19 minutes to under 2. Most at home with PyTorch and Ray. Yoga every morning.

Good reasons to reach out

Mentors who have done this before
Speaking or podcast invitations

Please don't message about

Data broker offers
Generic networking requests
SEO and link-building offers

Replies on weekends

Skills

RayPyTorchAppSecKubeflowmodel servingfeature stores

LearningLearning something

closes in 3 months

Learning AppSec - want a mentor for monthly reviews

Goal: Prepare for senior interviews in recommendation systems.
Where I am now: Some experience
Ideal mentor: Someone who has worked in recommendation systems for a few years
Cadence: Every two weeks
What I can offer back: Help with frontend work

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

Hyderabad, Indiaappseckubeflowmodel serving

Open

Experience

ML Engineer
Apr 2024 - Present
Tech Mahindra · 2 yr 6 mo · Full-time · Hyderabad, India
- Replaced 46 hand-built dashboards with one metrics layer people trust.
- Taught SQL to 90 non-analysts.
- Wrote the metric definitions the leadership team reviews every week.

Projects

Write-up: recommendation systems in practice

2026

A long-form guide to recommendation systems for people starting out.

Open-source Ray toolkit

2023

A small library for recommendation systems that 160 developers star on GitHub.

References

No references yet.

Education

Anna University
B.E., Information Technology
2019 - 2023

Details

Compensation expectations

What they are targeting for their next role.

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