Joshua Allen
- Role
- Principal Data Scientist at Microsoft
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
Experience
Principal Data Scientist
May 2014 — Present
Drove first large scale deployment of differential privacy techniques to enable precise statistical inference while protecting individual privacy. Differential privacy moves the trust boundary away from data collectors, providing strong mathematical assurances to individuals while improving accuracy of group-level inferences. Designed and built automated statistics processing engine powering Windows experimentation platform. Experimentation for operating system software on a billion semi-connected devices is a unique challenge, and the statistics processing engine is a core enabling component. Led post-sales monetization data science strategy during incubation of key pivot of Windows business model, enabling holistic visibility including analytics, quasi-experimentation, and experimentation across several of Microsoft\'s largest revenue streams.
Skills
- User Experience
- Enterprise Software
- Product Management
- Scrum
- Javascript
- Software Design
- Software Engineering
- Distributed Systems
- Penetration Testing
- Software Development
- Microsoft Sql Server
- Agile Project Management
- Software as a Service (Saas)
- Cloud Computing
- Saas
- Mobile Applications
- Web Services
- Software Project Management
- Agile Methodologies
- Big Data
- Start-Ups
- Technology Evangelist
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