---
title: "Ketan Agrawal - Decision Analytics Associate in Pune District | Tal"
description: "Meet Ketan Agrawal, Data Scientist | Commercial Analytics | Python, SQL | Software Engineer | Data & Backend Systems based in Pune District. Explore public work links including github."
image: "https://tal.club/meet/ketan-agrawal/share-image"
---

# Ketan Agrawal on Tal

## Headline

Data Scientist \| Commercial Analytics \| Python, SQL \| Software Engineer \| Data & Backend Systems

## About

Data Scientist with \~2 years of experience in commercial analytics and predictive modeling for pharma clients\. Skilled in Python and SQL, with hands\-on experience in building machine learning models and marketing mix modeling \(MMM\) to drive data\-driven decision\-making\. At ZS Associates, I have worked on multiple analytics projects focused on optimizing promotional strategy and resource allocation, contributing to revenue uplift of up to $25M\. My work includes predictive modeling, exploratory data analysis \(EDA\), and solving real\-world data challenges such as extracting insights from unstructured data sources\. I also bring a strong data engineering foundation, having built real\-time data pipelines using Apache Kafka and Druid, enabling scalable analytics and downstream machine learning use cases\. I am particularly interested in applying data science in healthcare and pharma domains to drive meaningful business and patient impact\. Skills: Python, SQL, Machine Learning, Marketing Mix Modeling \(MMM\), Data Analysis, Apache Kafka, AWS

## Location

Pune District

## Work experience

Decision Analytics Associate at ZS, Jan 2025 \- Present · 1 yr 4 mos, Pune, Maharashtra, India, \- Worked on commercial analytics projects for pharma clients, performing data preparation, EDA, and feature engineering to enable predictive modeling and data\-driven decision\-making \- Built and validated predictive models \(OLS Regression, Random Forest, Bayesian\) and contributed to MMM to assess channel effectiveness and optimize resource allocation, supporting revenue uplift of up to $25M \- Owned key components of analytics workflows, ensuring high\-quality delivery while collaborating with senior stakeholders to translate business problems into analytical solutions \- Automated extraction of geospatial and HCP data from unstructured web sources, reducing reliance on paid tools and improving data availability

Associate Software Developer at Finvolv, Dec 2023 \- Jan 2025 · 1 yr 2 mos, Bengaluru, Karnataka, India, \- Developed a real\-time data pipeline \(Spring Boot, Apache Kafka\) to ingest LOS data into Apache Druid, enabling analytics on 100K\+ daily records\. \- Integrated data systems with Tableau and Superset to deliver business intelligence dashboards\. \- Built an authentication microservice with secure token generation, validation, and expiration, improving system security and user experience\.

Product Engineering Intern at TE Connectivity, Nov 2022 \- Jul 2023 · 9 mos, Bengaluru, Karnataka, India, \-Designed and implemented a custom deep learning model using MLP regressor\. \-Contributed to model development, robustness analysis, and critical dimension identification\. \-Achieved an impressive MAE of 0\.5240 and an outstanding pass rate of 97\.07% with our model\.

## Education

Bachelor of Technology \- BTech, Information Technology, Vellore Institute of Technology

## Public links

- github: https://github\.com/KetanAgrawal2002

[View the original profile](https://tal.club/meet/ketan-agrawal)

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