Growth + Scale team - Authentication + Registration apps

Partnerships team - Data sharing with applicant tracking systems (ATSs)

Natural language understanding for Cortana integration with MS Office and Windows.

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● Product owner of 1st party developer analytics pipelines with internal customers across Microsoft, such as HR.

● Most read author on ​internal research platform​ at Microsoft out of 100s of researchers. Produced nine developer productivity reports with 100s of readers by synthesizing and producing original quantitative and qualitative research studies. Estimated impact of open offices for Windows organization. ​Estimated causal effect​ of​ VS Code extension​ on time spent coding by 1st party devs. ​Top 5 paper and talk at Wharton People Analytics Conference.

● End to end ownership of internal tool by user researching, writing specifications, and implementing natural language processing system for ​BrowseCloud.​ Developed Python (with numpy) implementation of exact expectation-maximization to learn ​Counting Grids model​ by collaborating with Microsoft Research. Set up cloud services for queuing reliable training jobs. ​Research talk at Microsoft MLADS conference.

* Built model with combined approach of convolutional neural networks and conditional random fields to segment images of human cuts and wounds with 97.9% accuracy, a statistically significant improvement compared to state of the art methods when using a simulated doctor to scratch labels.

* Built a phone app in React Native to take a photo and segment an image of the wound, using the model above.

Graded assignments for EECS 492, Introduction to Artificial Intelligence.

Covered:

*Search

*Constraint Satisfaction

*Logical Agents

*Planning

*Representing Knowledge

*Uncertainty and Probability

*Intro to Game Theory

*Machine Learning - (Reinforcement Learning, Supervised Learning, Bayesian Networks)

* Created dashboards for engineering systems (ES) team in Windows Devices Group (WDG) using AngularJS, C#, and time-series modeling techniques.