Stanley Pereira

S

Senior Data Scientist at Axis Bank · survival analysis, SQL

Axis Bank
Mumbai, India · IST (UTC+5:30)
6+ years experience
IIT Hyderabad
English, Hindi, Marathi
Open to work
Messaging unavailable

Overview

Based in Mumbai. I work on credit risk modelling at Axis Bank. Built the risk models now used in 4 product decisions a quarter. Replaced 38 hand-built dashboards with one metrics layer people trust. Previously at Asian Paints. Most at home with Python and model governance. Bird-watcher and amateur naturalist.

Good reasons to reach out
  • Roles in credit risk modelling
  • Questions about credit risk modelling
  • Working sessions on SQL
  • Second opinions on survival analysis decisions
Please don't message about
  • Agency or outsourcing pitches
  • Courses and coaching offers
  • Crypto token projects

Slower in the last week of each quarter

Skills
SQLmodel governancecredit scoringsurvival analysisXGBoostPython
Open to workLooking for a role
closes in 3 months

Data Scientist roles in climate tech - Mumbai or remote

Target roles
Data Scientist
Level
Mid
Industries
Healthtech, Consumer apps
Work mode
On-site
Available
60 days notice
Work authorization
Indian citizen, open to relocating
What I'm looking for
A team that ships weekly and owns risk end to end.
Not interested in
Contract-only roles

6 years in credit risk modelling. Strongest at credit scoring and XGBoost. Can start in about six weeks.

Mumbai, Indiamodel governancesurvival analysiscredit scoring
Open

Experience

  1. Senior Data Scientist
    Apr 2022 - Present
    Axis Bank · 4 yr 6 mo · Full-time · Mumbai, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 55 non-analysts.
    • Replaced 95 hand-built dashboards with one metrics layer people trust.
  2. Data Scientist
    Oct 2020 - Apr 2022
    Asian Paints · 1 yr 6 mo · Full-time · Mumbai, India
    • Replaced 39 hand-built dashboards with one metrics layer people trust.

References

No references yet.

Education

  1. IIT Hyderabad
    B.Tech, Economics
    2016 - 2020

Details

Compensation expectations
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