Aparna Shalini Panicker

S

Data Scientist at Arcadia Financial · SQL, time series

Arcadia Financial
Chennai, India · IST (UTC+5:30)
4+ years experience
Delhi Technological University
English, Hindi, Tamil
Messaging unavailable

Overview

I've spent 4 years on demand forecasting - first at Kotak Mahindra Bank, now at Arcadia Financial. Wrote the metric definitions the leadership team reviews every week. Cut forecast error from 29% to 9% across 2293 SKUs. Learning woodworking.

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  • Questions about demand forecasting
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Checks messages twice a week

Skills
ProphetSQLtime seriesinventory optimisation

Experience

  1. Data Scientist
    Dec 2023 - Present
    Arcadia Financial · 2 yr 10 mo · Contract · Chennai, India
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 109 non-analysts.
  2. Data Analyst
    Oct 2022 - Dec 2023
    Kotak Mahindra Bank · 1 yr 2 mo · Full-time · Chennai, India
    • Replaced 71 hand-built dashboards with one metrics layer people trust.
    • Wrote the metric definitions the leadership team reviews every week.

Projects

Open-source inventory optimisation toolkit
2025

A small library for demand forecasting that 530 developers star on GitHub.

References

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Education

  1. Delhi Technological University
    B.Tech, Computer Science
    2018 - 2022

Details

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