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Ruchi Prasad

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Analytics Manager, Mahindra Group - Bayesian statistics · CUPED · causal inference

Works at
Mahindra Group
Location
Mumbai, India · IST (UTC+5:30)
Experience
12+ years experience
Education
IIT Bombay
Languages
English, Hindi, Marathi
Co-founder
Message Connect

Overview

Based in Mumbai. I lead experimentation at Mahindra Group. Built the experimentation models now used in 10 product decisions a quarter. Ran 200 experiments last year and made the readouts self-serve. Most at home with CUPED and Python. Into vintage synthesizers.

Good reasons to reach out
  • People who want to build this with me
  • Speaking or podcast invitations
  • Thoughtful intros to people in my field
Please don't message about
  • Courses and coaching offers
  • SEO and link-building offers
Skills
causal inferencePythonCUPEDSQLBayesian statistics
Co-founderLooking for a co-founder
closes in 3 months

Looking for an ML-focused co-founder for code review for logistics fleets

The idea
Looking for an ML-focused co-founder for code review for logistics fleets
Stage
Customer interviews
I bring
6 years in experimentation
Looking for
Commercial co-founder who has sold to enterprises
Commitment
Part-time to start
Location
Mumbai or remote

I bring 12 years of experimentation (currently Mahindra Group). Ideally you've built ML systems in production. Incorporated, self-funded so far.

Mumbai, India · remote OKbayesian statisticscausal inferencecuped
Open

Experience

  1. Analytics Manager
    Sep 2022 - Present
    Mahindra Group · 4 yr 2 mo · Full-time · Mumbai, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 200 non-analysts.
  2. Senior Data Scientist
    Feb 2019 - Sep 2022
    Boston Consulting Group · 3 yr 7 mo · Full-time · Mumbai, India
    • Taught SQL to 191 non-analysts.
  3. Data Scientist
    Jul 2015 - Oct 2018
    Swiggy · 3 yr 3 mo · Full-time · Mumbai, India
    • Cut the time to a trustworthy experiment readout from 3 weeks to 5 days.
  4. Data Analyst
    Oct 2014 - Jul 2015
    Ola · 9 mo · Full-time · Mumbai, India
    • Taught SQL to 52 non-analysts.
    • Replaced 100 hand-built dashboards with one metrics layer people trust.

Projects

Open-source Bayesian statistics toolkit
2024

A small library for experimentation that 250 developers star on GitHub.

References

No references yet.

Education

  1. IIT Bombay
    B.Tech, Mathematics
    2010 - 2014

Details

Compensation expectations
What they are targeting for their next role.
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Direct contact details
Direct email and a scheduling link.
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