Avni Vartika Mishra
SData Scientist, Axis Bank - Python · LightGBM · SQL
- Axis Bank
- Ahmedabad, India · IST (UTC+5:30)
- 5+ years experience
- IIM Lucknow
- English, Hindi, Gujarati
Messaging unavailable
Overview
Currently at Axis Bank, where I work on fraud detection. Caught $3 million of fraud in the first year of the new models. Most at home with Python and SQL. Board games, hiking, and terrible puns.
Good reasons to reach out
- Working sessions on R
Please don't message about
- Data broker offers
- Survey or panel invitations
- Generic networking requests
Slower in the last week of each quarter
Skills
RLightGBMSQLPython
Experience
- Data ScientistNov 2024 - PresentAxis Bank · 1 yr 11 mo · Contract · Ahmedabad, India
- Wrote the metric definitions the leadership team reviews every week.
- Replaced 87 hand-built dashboards with one metrics layer people trust.
- Data AnalystNov 2021 - Nov 2024Adobe · 3 yr · Full-time · Ahmedabad, India
- Wrote the metric definitions the leadership team reviews every week.
Projects
Side project: a habit tracker
2026Built with LightGBM and R. 258 people used it last year.
Open-source LightGBM toolkit
2024A small library for fraud detection that 857 developers star on GitHub.
References
No references yet.
Education
- IIM LucknowMBA, Business Administration2021 - 2023
- NIT WarangalB.Tech, Mathematics2017 - 2021
Details
Compensation expectations
What they are targeting for their next role.
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Direct contact details
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