Colin Clement work email
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Colin Clement personal email
I am a physicist working on automating software engineering tasks with machine learning. I use large scale selections of GitHub and internal Microsoft repositories, commits, issues, and pull requests to train natural language processing models to understand source code. Our team builds products from these models solving problems like automatic completion, code search, code review, bug detection/patching, and we incorporate them into VSCode, Visual Studio, and AzureDevOps.In my Physics PhD I studied statistical physics, machine learning, algorithms, and optimization. Using Bayesian inference and modeling I solved problems in image reconstruction like image alignment and deconvolution. Inspired by machine learning algorithms I studied spin glasses---a canonical model of complexity---by learning lower-dimensional descriptions which are more understandable. I also applied dynamical systems theories to the Renormalization Group (the theory describing the universality of phase transitions).
Kepler Computing Inc.
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Senior Data Science EngineerKepler Computing Inc. Oct 2023 - PresentI apply my background in Physics and Machine Learning to accelerate the development of next generation computing elements.
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Senior Research ManagerMicrosoft Sep 2021 - Oct 2023Redmond, Washington, UsI led the evaluation of GitHub Copilot models for Copilot Chat, including ChatGPT and GPT-4. I fine-tuned opensource models for applications in focused software engineering tasks. In addition to publishing research in leading ML conferences, I contributed models and ideas to over a dozen patents and product areas as diverse as Azure CLI, Intellicode in VS/VSCode, MakeCode, and more. -
Data Scientist IiMicrosoft Sep 2020 - Sep 2021Redmond, Washington, Us
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Data ScientistMicrosoft Aug 2019 - Sep 2020Redmond, Washington, UsI research applications of machine learning and sequence and language modeling to improve developer productivity in VSCode and Visual Studio.
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Phd CandidateCornell University Aug 2012 - Jul 2019Ithaca, Ny, UsI completed my PhD in statistical physics. -
Research And Development InternLockheed Martin May 2010 - Sep 2010Bethesda, Md, Us
Colin Clement Education Details
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Cornell UniversityPhysics -
University Of MinnesotaPhysics
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University Of MinnesotaMathematics
Frequently Asked Questions about Colin Clement
What company does Colin Clement work for?
Colin Clement works for Kepler Computing Inc.
What is Colin Clement's role at the current company?
Colin Clement's current role is Data Science/ML for the future of computing, former Microsoft applied research for GitHub Copilot.
What is Colin Clement's email address?
Colin Clement's email address is co****@****oft.com
What schools did Colin Clement attend?
Colin Clement attended Cornell University, University Of Minnesota, University Of Minnesota.
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