---
title: "Soham Kapadi - Product Analyst in Mumbai Metropolitan Region | Tal"
description: "Meet Soham Kapadi, Product Analyst @WorkIndia | Attended Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai based in Mumbai Metropolitan Region. AI stack includes claude code, claude, and openai."
image: "https://tal.club/meet/soham-kapadi/share-image"
---

# Soham Kapadi on Tal

## Headline

Product Analyst @WorkIndia \| Attended Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai

## Location

Mumbai Metropolitan Region

## AI stack

claude code

claude

openai

ChatGPT

## Work experience

Product Analyst at WorkIndia, Jul 2025 \- Present · 1 yr 4 mos, Working in the Candidate Retention & Growth team, driving product analytics and experimentation across Search, Retention, Candidate Engagement, and Fraud for a platform serving 500K\+ DAU and 400K\+ searches/day\. • Led product analytics and experimentation across Search, Retention, Candidate Engagement, and Fraud initiatives\. •Improved Calls \+ WhatsApp/DAU from \~35% to \~39% by leading analytics for Search initiatives including Query Expansion, WFH Discovery, Suggestion Ranking, and Autocomplete Revamp\. • Scaled search relevance infrastructure for 700\+ high\-volume queries, improving search quality while reducing manual intervention\. •Improved search engagement by increasing Search Leads by 8\.3%, reducing zero\-job sessions by 18%, increasing suggested search adoption by 3\.5%, and reducing autocomplete latency by 29%\. • Acted as the Product Analytics owner for the Autocomplete Revamp, defining success metrics, designing experiments, and partnering with Product, Engineering, and Design\. • Designed the Fraud Exposure Measurement Framework, establishing North Star fraud metrics and reducing lead\-level fraud exposure by 1\.1%\. • Built experimentation frameworks with Primary, Secondary, and Guardrail metrics, enabling statistically rigorous experiment evaluations within 7–14 day cycles\. • Automated reporting and marketing workflows using SQL, Apps Script, Google Sheets, Slack, and Google Ads, saving \~1 hour/day through automation\. • Led root cause analyses across retention, pricing, and fulfillment, uncovering key product and business insights that informed strategic decisions\.

Product Analyst at WorkIndia, Jan 2025 \- Jun 2025 · 6 mos, • Refactored 20\+ complex SQL queries and built ETL pipelines to migrate lead\-prioritization logic to a weekly model, recalibrating 30M\+ historical records\. • Improved onboarding and Job Preferences workflows by reducing onboarding completion time by 9\.6% and increasing My Activity engagement by 9\.2 percentage points\. • Served as the primary on\-call analyst for ETL workflows and automated trackers, reducing recurring alerts by 25% through proactive monitoring and RCA\. • Owned quarterly product planning for the AMJ'25 cycle, partnering with Product Managers to prioritize experiments, align OKRs, and track BAU initiatives\.

## Education

Bachelor of Technology \- BTech, EXTC, Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai

Management Minor, SPJIMR SP Jain Institute of Management & Research

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

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