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Dmitry Soshnikov

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Using the power of Azure and AI to help fight the COVID pandemicBuild Stuff 20212021-11-17
A reproducible pipeline processes the CORD‑19 corpus (~800,000 papers, ~30,000/month), extracts medical entities mapped to UMLS, and stores JSON records in…
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How Machine Learning and AI Can Support the Fight Against COVID-19Crunch Conference 20212021-10-07
Uses the CORD corpus of ~400,000 papers (≈200,000 full text) and processes documents in 500‑paper chunks, parallelizing via Azure ML sweep jobs to avoid 11–12…
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Non-traditional usage of Cloud for Science ArtInfobip Shift 20212021-09-07
Uses Azure Functions + Face API to build an interactive exhibit that captures a photo, extracts ~29 facial landmarks, aligns images (three-point affine), and…
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Science Art in the Cloud: How I built a Museum ExhibitBuild Stuff 20202020-11-11
Builds an interactive museum kiosk that photos passersby, aligns facial landmarks, and averages the last ~10 images into a blended portrait; it runs on a UWP…
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Science Art in the Cloud: How Microsoft Azure helped me to Express MyselfMS Stage 20202020-10-02
A cloud pipeline assembles facial landmarks from Azure Cognitive Services, aligns faces with OpenCV and blends about 13 images via Python to produce an…
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