Khushboo Kumari profile photo 1 on Tal

Khushboo Kumari

Product Manager 2@Microsoft | IIM Calcutta

Hyderabad

5+ years of work experience

Microsoft
Aug 20242 yrs 1 moPresent

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
Microsoft
May 20231 yr 4 mosAug 2024

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)
Microsoft
Apr 20223 mosJun 2022

•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.
PwC India
Jul 20192 yrsJun 2021

Kolkata

ABB
Aug 20181 moAug 2018

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.
PwC India
May 20183 mosJul 2018

Kolkata, West Bengal, India

Part of Data & Analytics. Was awarded with Pre-Placement Offer.

Khushboo’s AI Stack

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Education

Indian Institute of Management, Calcutta

Master of Business Administration - MBA

Indian Institute of Management, Calcutta

20212 yrs2023
Jadavpur University

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

Jadavpur University

20154 yrs2019

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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

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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