---
title: "Khushboo Kumari - Product Manager 2 in Hyderabad | Tal"
description: "Meet Khushboo Kumari, Product Manager 2@Microsoft | IIM Calcutta based in Hyderabad. AI stack includes codex, cursor, and claudecode."
image: "https://tal.club/meet/khushboo-kumari-6/share-image"
---

# Khushboo Kumari on Tal

## Headline

Product Manager 2@Microsoft \| IIM Calcutta

## About

Product Manager 2 with 5\+ years of experience and a proven track record at Microsoft's Bing platform team, driving search quality, AI automation, and large\-scale content moderation\. Specialized in product strategy, user research, feature design and stakeholder management in agile methodologies\. Currently leading cross\-functional teams to discover, select, crawl, and process billions of web pages daily to maximize Bing Search Index freshness at Microsoft India\. Leading Bing Safety roadmap, driving 10\+ key initiatives that blocks 100M\+ URLs with high\-stakes confidential compliance related projects leveraging the latest LLM based solutions to enhance user experience\.

## Location

Hyderabad

## AI stack

codex

cursor

claudecode

## Work experience

Product Manager 2 at Microsoft, Aug 2024 \- Present · 2 yrs 1 mo, Hyderabad, •Leading product strategy for content moderation platform which blocks harmful sensitive cases \(PII, CSAM, court order\) on Bing •Lead systems that detect and block 100M\+ malicious URLs daily, improving ecosystem trust at scale •Build and scale human\-in\-the\-loop review platforms, optimizing reviewer efficiency and policy compliance •Driving agentic AI/LLM\-led classification and automation, reducing manual effort across 15\+ junk/fraud categories •Partner closely with Engineering, Data Science, and Operations to improve detection accuracy and reduce false positives •Own end\-to\-end product decisions across risk signals, review workflows, and enforcement systems

Product Manager at Microsoft, May 2023 \- Aug 2024 · 1 yr 4 mos, Hyderabad, Telangana, India, Enhancing user experience in Microsoft Bing by removing Junk \(Dead & low‑quality\) URLs from search results through various ML and pattern detection techniques at large scale\(billions\)

Product Manager Intern at Microsoft, Apr 2022 \- Jun 2022 · 3 mos, •Awarded PPO for ideating e\-commerce app on the ONDC network, modeling social commerce feasibility through competitive benchmarking •Conducted 73 user interviews & analyzed 15\+ journals, identifying 15\+ user pain points to design the MVP driving initial user onboarding\.

Technology Consultant at PwC India, Jul 2019 \- Jun 2021 · 2 yrs, Kolkata

ABB JDF Summit at ABB, Aug 2018 \- Aug 2018 · 1 mo, Zurich, Switzerland, 1 of 45 international scholars across 12 countries selected for ABB JDF Event 2018\. Led 6\-member team across 5 countries to secure 3rd position out of 60 delegates\.

Intern at PwC India, May 2018 \- Jul 2018 · 3 mos, Kolkata, West Bengal, India, Part of Data & Analytics\. Was awarded with Pre\-Placement Offer\.

## Education

Master of Business Administration \- MBA, Indian Institute of Management, Calcutta

Bachelor of Technology \(B\.Tech\.\), Electronics and telecommunication engineering, Jadavpur University

[View the original profile](https://tal.club/meet/khushboo-kumari-6)

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