Anushka Muskan Thakur

S

VP of Engineering, Arbor Cloud - feature stores · Kubeflow · model serving

Arbor Cloud
Bengaluru, India · IST (UTC+5:30)
14+ years experience
FMS Delhi
English, Hindi, Kannada
Hiring
Messaging unavailable

Overview

Based in Bengaluru. I lead ML infrastructure at Arbor Cloud. Mentored 6 engineers through their first promotion. Before that: Infosys and Freshworks. Most at home with model serving and Ray. I mentor students through university programmes.

Good reasons to reach out
  • Candidates for the role I'm hiring for
  • Questions about ML infrastructure
  • Thoughtful intros to people in my field
Please don't message about
  • Agency or outsourcing pitches
  • Courses and coaching offers

Replies between meetings, usually same day

Skills
Raymodel servingKubeflowfeature stores
HiringHiring for a role
closes in 3 months

Building out ML platform at Arbor Cloud: backend engineers wanted in Bengaluru

Role
Backend engineer
Level
Mid
Type
Full-time
Work mode
On-site
Compensation
₹42-90 LPA
Team
ML platform, 15 people
Start
Within two months
Must have
Production experience with Ray Production experience with model serving Comfort with ambiguity
Process
3 conversations, no take-home

Comp ₹28-67 LPA. Three interviews over a week. Message me with one thing you shipped that you're proud of.

Bengaluru, Indiafeature storesmodel servingkubeflow
Open

Experience

  1. VP of Engineering
    Oct 2025 - Present
    Arbor Cloud · 1 yr · Full-time · Bengaluru, India
    • Led the migration of 50 services to model serving.
    • Wrote the feature stores service that now handles 37 million requests a day.
  2. Senior ML Engineer
    Mar 2022 - Oct 2025
    Infosys · 3 yr 7 mo · Full-time · Bengaluru, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 101 non-analysts.
  3. ML Engineer
    Jan 2019 - Mar 2022
    Freshworks · 3 yr 2 mo · Full-time · Bengaluru, India
    • Wrote the metric definitions the leadership team reviews every week.
  4. ML Engineer
    Dec 2015 - Jan 2019
    Zoho · 3 yr 1 mo · Full-time · Bengaluru, India
    • Caught $5 million of fraud in the first year of the new models.
    • Replaced 117 hand-built dashboards with one metrics layer people trust.
  5. Senior ML Engineer
    Aug 2012 - Dec 2015
    ICICI Bank · 3 yr 4 mo · Full-time · Bengaluru, India
    • Wrote the metric definitions the leadership team reviews every week.

References

No references yet.

Education

  1. FMS Delhi
    MBA, Business Administration
    2008 - 2010
  2. IIT Bombay
    B.Tech, Mathematics
    2002 - 2006

Details

Compensation expectations
What they are targeting for their next role.
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