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Soham Kapadi

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

Mumbai Metropolitan Region

1+ year of work experience

WorkIndia
Jul 20251 yr 4 mosPresent

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.
WorkIndia
Jan 20256 mosJun 2025

• 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.

Soham’s AI Stack

claude code
claude code
claude
claude
openai
openai
ChatGPT
ChatGPT

Education

Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai

Bachelor of Technology - BTech, EXTC

Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai

20214 yrs2025
SPJIMR SP Jain Institute of Management & Research

Management Minor

SPJIMR SP Jain Institute of Management & Research

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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

Soham Kapadi - Product Analyst in Mumbai Metropolitan Region | Tal