Adnan Alam
- Role
- Principal Ml Engineering Manager - Ai & Research at Microsoft
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Adnan Alam
Applied-science and engineering leader building GenAI + Ads ML that move DAU & Revenue. I…
Experience
Principal Ml Engineering Manager - Ai & Research
Mar 2012 — Present
Machine Learning in Search Ads - Built state of the art ad recommendation and ranking ML systems for several ad products including, shopping ads, dynamic search ads, text ads Over the years, the tech I built, resulted in growing Microsoft advertising business by more than $1 Billion dollars as shown by the shipped ABTest flights. Built ML techniques for ads candidate generation- includng collaborative filtering: Matrix factorization, Factorization Machines; co-occurnance pair generation, spell-correction, transformer-DNN recommendations. Built ML techniques for ads-candidate ranking problem- applying: Gradient Boosting decision trees, deep neural networks.
Education
University of California, Berkeley
Artificial Intelligence
Skills
- Distributed Systems
- Agile Project Management
- C
- Business Intelligence
- Scalability
- Management
- Software Project Management
- Cloud Computing
- Software Design
- C
- Software Development
- Enterprise Software
- Agile Methodologies
- Software Engineering
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