Yasmin Mahira Hussain

S

Senior ML Engineer, Beacon Energy - model serving · Kubeflow · PyTorch

Beacon Energy
Mumbai, India · IST (UTC+5:30)
3+ years experience
Amity University
English, Hindi, Marathi
Advising
Messaging unavailable

Overview

I work on ML infrastructure at Beacon Energy in Mumbai. Built the experimentation framework 30 product teams use to ship changes safely. Wrote the model serving service that now handles 31 million requests a day. Most at home with model serving and Kubeflow.

Good reasons to reach out
  • Advice on recommendation systems
  • Questions about recommendation systems
  • Working sessions on Ray
  • Second opinions on model serving decisions
Please don't message about
  • Data broker offers
  • Generic networking requests
  • Courses and coaching offers

Slower in the last week of each quarter

Skills
Kubeflowfeature storesPyTorchCUDATypeScriptmodel servingRay
AdvisingOpen to advising
closes in 3 months

Office hours for students choosing a first job: ML infrastructure and TypeScript

Topics
recommendation systems, CUDA, TypeScript
Format
Async reviews
Terms
Equity
Capacity
One advisory role at a time
Best for
First-time founders

3 years of ML infrastructure. Small equity or paid hours - flexible.

Mumbai, Indiaraykubeflowtypescript
Open

Experience

  1. Senior ML Engineer
    Oct 2023 - Present
    Beacon Energy · 3 yr · Full-time · Mumbai, India
    • Shipped a ranking change that increased conversion 8.1%.
    • Replaced 47 hand-built dashboards with one metrics layer people trust.
    • Wrote the metric definitions the leadership team reviews every week.

References

No references yet.

Education

  1. Amity University
    B.Tech, Mathematics
    2019 - 2023

Details

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