Ambika J.
Specialize in the data problems the nobody planned for| AI-Driven Senior Product Manager • Everyday recovery • Data cleanup at Scale
- Role
- Senior Product Manager, Data Warehouse in Microsoft Fabric at Microsoft
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
About Ambika J.
Most data PMs know the product. I’ve lived every layer of data stack. From Data Engineer transforming complex source systems, to Business Systems Analyst consolidating insurance reporting, to Product Owner at Starbucks running Master Data Management at global scale — every role sharpened a different edge. Now at Microsoft, I build everyday operational recovery, and no knobs scalable data cleanup features for AI powered data warehouse. I specialize in the data problems nobody planned for. Because I’ve seen every way data can break.
Experience
Senior Product Manager, Data Warehouse in Microsoft Fabric
Sep 2021 — Present · Seattle, WA, US
Most data teams plan for growth. Few plan for what happens when things break.Senior Product Manager with deep expertise in AI-driven data infrastructure, focused on three critical domains: ∙ Data Warehousing — designing and managing large-scale storage systems that are fast, reliable, and built to handle the unexpected. Additionally enabling warehouse users to clone PIT and time travel for various scenarios. ∙ Everyday Operational Recovery — owning the product strategy for high-frequency data recovery scenarios including corruption, accidental deletion, and pipeline failures — not BCDR, but the problems that happen daily ∙ Data Cleanup at Scale — building AI-powered systems to detect and eliminate expired, stale, and redundant data, reducing storage costs and maintaining data integrityPassionate about solving the data problems most teams don’t see coming until it’s too late.
Education
Sri Aurobindo Pre-University(Ind) College
Pre-University, PCMB
2003 — 2005
Poorna Prajna Education Center
10th Standard
Sri Jayachamarajendra College Of Engineering
Bachelor of Engineering (B.E.), Information Science and Engineering
2005 — 2009
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