Jon Sleep
Senior Applied Scientist & ML Engineer at Microsoft
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolJon Sleep is a Senior Applied Scientist and ML Engineer with 11 years building production AI at Microsoft, where he trains and deploys transformer language models on Office365 enterprise data to power features like Viva Topics. He blends hands-on ML research with large-scale engineering—using PyTorch/Hugging Face for modeling, PySpark for massive data processing, and AzureML to orchestrate compliant experimentation pipelines. Jon’s background includes a Master’s thesis on automatic music transcription, reflecting a knack for applying signal-processing research to real systems. Based in Seattle, he’s known for taking cutting-edge NLP research into product-ready solutions that respect enterprise data constraints.
10 years of coding experience
5 years of employment as a software developer
California Polytechnic State University, San Luis Obispo
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (55)
lightning10
pytorch10
artificial-intelligence10
python10
lifecycle10
data-science9
magenta9
music-generation9
scaling9
machine-learning9
ai9
cost-management9
deep-learning9
transcription9
audio9
Programming languages (6)
Github contributions (5)
microsoft/PyMarlin
Apr 2021 - Jun 2022
Lightweight Deep Learning Model Training library based on PyTorch
Contributions:69 reviews, 58 commits, 38 PRs in 1 year 1 month
pytorchdeep-learningmodel-trainingmachine-learningtraining
jsleep/wav2mid
May 2017 - Dec 2020
Automatic Music Transcription with Deep Neural Networks
Contributions:2 pushes, 8 comments in 3 years 7 months
music-transcriptiontranscriptionneural-networksaudioautomatic-music-transcription
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