RISHABH PRAVIN PARMAR

Data & Product Analyst
Mumbai, IN.

About

Highly analytical Data & Product Analyst with 3+ years of experience, specializing in driving strategic insights across product, user behavior, and financial operations. Expert in leveraging SQL, Python, A/B testing, and statistical modeling to develop solutions that enhance user retention, optimize product performance, and automate critical reporting. Proven success in improving operational efficiency by 70% through advanced churn modeling and process automation.

Work

Play Games24x7 Pvt. Ltd.
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Data Analyst & FP&A

Mumbai, Maharashtra, India

Summary

Led data-driven initiatives to optimize product performance, enhance user engagement, and streamline financial planning and analysis for a leading gaming company.

Highlights

Developed and implemented a churn prediction model using Python and SQL, successfully reducing early user churn by 15% and driving a 20% engagement lift through targeted A/B testing strategies.

Automated complex reporting frameworks, reducing ad-hoc data requests by 70% and enhancing forecasting accuracy by developing advanced Tableau P&L dashboards.

Collaborated cross-functionally with product and engineering teams to define event tracking, analyze user funnels, and ensure comprehensive analytics coverage for new features and initiatives.

Spearheaded automation of finance analytics and FP&A reporting, significantly improving data turnaround time and accuracy, building on prior experience with SAP B1, TDS compliance, treasury, and reconciliations.

Education

INDIAN INSTITUTE OF MANAGEMENT (IIM) ROHTAK
Rohtak, Haryana, India

Executive Programme

Business Analytics and Intelligence

VIVA COLLEGE OF ARTS COMMERCE & SCIENCE (MUMBAI UNIVERSITY)
Mumbai, Maharashtra, India

Bachelor

Commerce

Grade: 83% (Semester 5), 80% (Semester 6)

Awards

Extra Mile Award

Awarded By

CFO

Recognized by the CFO for significant operational efficiency improvements achieved through PRP development initiatives, demonstrating exceptional contribution beyond standard expectations.

Skills

Programming Languages

SQL, Python, pandas.

Data Analysis & Modeling

A/B Testing, Statistical Modeling, Churn Modeling, User Retention, Product Analytics, Financial Analytics, FP&A.

Data Visualization & BI Tools

Tableau, Power BI, BI Tools.

Cloud & Data Platforms

AWS S3, Databricks.

Project Management & Collaboration

Bitbucket, Jira, Asana, MS-Office.

Professional Skills

Problem Solving, Leadership, Communication, Collaboration, Adaptability, Continuous Learning, Team Player.

Projects

Churn Prediction Model

Summary

Developed a machine learning model to proactively identify users at risk of churn based on gameplay behavior and session frequency, leveraging Python and SQL.

Player Report Portal (Data Sharing Tool)

Summary

Designed and automated a self-service player reporting portal using Python and SQL to streamline data access and reduce manual dependency on BI teams.

Ludo Liquidity Upscale Project – Product Analytics / User Behavior

Summary

Conducted in-depth product analytics to address critical liquidity drops and high wait times in the Ludo game, specifically identifying user exits after >7 seconds on the 'finding' screen.