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Ashwin Anil

Data Scientist | Power Trading, FMCG, Sport Analytics

Bengaluru

4+ years of work experience

Quantzig
Mar 20264 mosJun 2026

Bengaluru, Karnataka, India

• Improved CRF as part of a sales decomposition model, reducing MAPE from 11% to 8% through advanced feature engineering and model optimization.
RP Sanjiv Goenka Group
Jul 20241 yr 8 mosFeb 2026

Kolkata

• Led development of Marketing Mix Model to forecast bill volumes and optimize marketing spend, delivering Rs. 7 Cr revenue increase and improved campaign ROI. • Designed personalized Recommendation System with collaborative filtering, improving customer retention. • Improved SKU-level sales forecasts for products at a store-level contributing to 45% of gross revenue, resulting in Rs. 2 Cr annual savings per store.
Indian Institute of Management, Calcutta (IIM Calcutta)
May 20243 mosJul 2024

Kolkata

• Developed scalable ML workflows via XGBoost and Git automation to boost price prediction models by 2%, integrated with cloud storage. • Back-tested momentum trading strategies across multiple time horizons, evaluating risk-adjusted returns and Sharpe ratios.
ReNew
Nov 20221 yr 7 mosMay 2024

Gurugram

• Improved electricity price prediction accuracy by 2% using XGBoost regression with GridSearchCV. • Delivered Rs. 5 Cr incremental revenue through algorithmic trading strategies on the Indian Energy Exchange. • Detected fault-points in transmission lines from thermal images of transmission lines, thus helping reduce down-time by 25%.
I-PAC (Indian Political Action Committee)
Dec 20207 mosJun 2021

Chennai

• Contributed to the analytics team for an outreach campaign by designing impactful dashboards. • Organized and managed political rallies for state assembly elections, enhancing community engagement. • Collaborated with cross-functional teams to streamline campaign strategies and outreach efforts.
GitHub
@ashdrogb

Ashwin’s AI Stack

claude code
claude code
gemini
gemini
github copilot
github copilot

Education

Indian Institute of Management, Calcutta

PGDBA, Business Analytics

Indian Institute of Management, Calcutta

20212 yrs2023
Indian Institute of Technology, Kharagpur

PGDBA, Business Analytics

Indian Institute of Technology, Kharagpur

20212 yrs2023

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Headline

Data Scientist | Power Trading, FMCG, Sport Analytics

About

Senior Analytics Consultant Currently applying Python, ML, and transformer models to marketing and supply chain challenges in the FMCG space. Previously optimized energy sales at ReNew and drove data-backed outreach strategy at I-PAC. Passionate about sports analytics (football/cricket) and leveraging data for business impact, environmental sustainability, and social good.

Location

Bengaluru

AI stack

claude code

gemini

github copilot

Work experience

Senior Analytics Consultant at Quantzig, Mar 2026 - Jun 2026 · 4 mos, Bengaluru, Karnataka, India, • Improved CRF as part of a sales decomposition model, reducing MAPE from 11% to 8% through advanced feature engineering and model optimization.

Assistant Manager at RP Sanjiv Goenka Group, Jul 2024 - Feb 2026 · 1 yr 8 mos, Kolkata, • Led development of Marketing Mix Model to forecast bill volumes and optimize marketing spend, delivering Rs. 7 Cr revenue increase and improved campaign ROI. • Designed personalized Recommendation System with collaborative filtering, improving customer retention. • Improved SKU-level sales forecasts for products at a store-level contributing to 45% of gross revenue, resulting in Rs. 2 Cr annual savings per store.

Research Assistant at Indian Institute of Management, Calcutta (IIM Calcutta), May 2024 - Jul 2024 · 3 mos, Kolkata, • Developed scalable ML workflows via XGBoost and Git automation to boost price prediction models by 2%, integrated with cloud storage. • Back-tested momentum trading strategies across multiple time horizons, evaluating risk-adjusted returns and Sharpe ratios.

Data Scientist at ReNew, Nov 2022 - May 2024 · 1 yr 7 mos, Gurugram, • Improved electricity price prediction accuracy by 2% using XGBoost regression with GridSearchCV. • Delivered Rs. 5 Cr incremental revenue through algorithmic trading strategies on the Indian Energy Exchange. • Detected fault-points in transmission lines from thermal images of transmission lines, thus helping reduce down-time by 25%.

Associate at I-PAC (Indian Political Action Committee), Dec 2020 - Jun 2021 · 7 mos, Chennai, • Contributed to the analytics team for an outreach campaign by designing impactful dashboards. • Organized and managed political rallies for state assembly elections, enhancing community engagement. • Collaborated with cross-functional teams to streamline campaign strategies and outreach efforts.

Education

PGDBA, Business Analytics, Indian Institute of Management, Calcutta

PGDBA, Business Analytics, Indian Institute of Technology, Kharagpur

Public links

github: https://github.com/ashdrogb

Ashwin Anil - Senior Analytics Consultant in Bengaluru | Tal