Kavya Meera Sundaram

S

Head of Data at Dune Logistics · Credit risk modelling · survival analysis, Python

Dune Logistics
Noida, India · IST (UTC+5:30)
15+ years experience
Manipal Institute of Technology
English, Hindi
Co-founder
Messaging unavailable

Overview

I've spent 20 years on credit risk modelling - first at PwC, now at Dune Logistics. Taught SQL to 34 non-analysts. Took the risk models through 5 regulatory model reviews. Most at home with Python and XGBoost.

Good reasons to reach out
  • People who want to build this with me
  • Second opinions on model governance decisions
  • Thoughtful intros to people in my field
  • Working sessions on SQL
Please don't message about
  • Generic networking requests
  • Survey or panel invitations

Travels often; replies within 48 hours

Skills
SQLPythonmodel governancesurvival analysisXGBoost
Co-founderLooking for a co-founder
closes in 3 months

Need a technical co-founder: field-service scheduling in MENA

The idea
Field-service scheduling in MENA
Stage
Customer interviews
I bring
14 years in credit risk modelling
Looking for
Technical co-founder who has shipped B2B software
Commitment
Full-time now
Location
Noida or remote

I bring 20 years of credit risk modelling (currently Dune Logistics). Ideally you've run operations in the US. Full-time from day one.

Noida, Indiaxgboostsqlpython
Open

Experience

  1. Head of Data
    Mar 2023 - Present
    Dune Logistics · 3 yr 7 mo · Contract · Noida, India
    • Taught SQL to 151 non-analysts.
    • Wrote the metric definitions the leadership team reviews every week.
  2. Senior Data Scientist
    Oct 2019 - Mar 2023
    Visa · 3 yr 5 mo · Full-time · Noida, India
    • Built the scorecard that lifted approval rates by 8% at flat losses.
    • Replaced 59 hand-built dashboards with one metrics layer people trust.
  3. Analytics Manager
    Jun 2017 - Oct 2019
    Axis Bank · 2 yr 4 mo · Full-time · Noida, India
    • Built the risk models now used in 4 product decisions a quarter.
  4. Senior Data Scientist
    Jun 2014 - Feb 2017
    Atlassian · 2 yr 8 mo · Full-time · Noida, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Replaced 61 hand-built dashboards with one metrics layer people trust.
  5. Data Analyst
    Apr 2012 - Jun 2014
    PwC · 2 yr 2 mo · Full-time · Noida, India
    • Wrote the metric definitions the leadership team reviews every week.

References

No references yet.

Education

  1. Manipal Institute of Technology
    B.Tech, Mathematics
    2001 - 2005

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