Antoine Friant
Machine Learning Operations Director
Switzerland
Summary
👤
Senior🎓
Top SchoolAntoine Friant is a Machine Learning Operations Director with nine years of experience building and deploying deep learning solutions, primarily in healthcare. He has led end-to-end ML projects that predict patient stay steps and durations and assess ER staffing strain, turning clinical data into operational forecasts. Based in Switzerland, Antoine combines hands-on model development with production-grade deployment and MLOps practices gained across Calyps SA, HEIG-VD, and now SANIIA SA. His background spans research collaboration and applied engineering, from optimizing bed allocation to shipping models into clinical workflows. Trained with an MS and BS from Swiss institutions, he blends academic rigor with pragmatic software skills dating back to early full-stack development work. Colleagues note his ability to bridge clinical stakeholders and engineering teams to deliver measurable hospital operational impact.
9 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Master of Science - MS at HES-SO Haute école spécialisée de Suisse occidentaleBachelor of Science - BS, Bachelor of Science - BS at HEIG-VDMaturité, Maturité at Gymnase de Burier
French, English
Github Skills (34)
eve10
voice10
microphone9
whisper9
anaconda9
huggingface9
koboldai9
spyder8
ai8
stable-diffusion8
ide8
language-server-protocol8
transformers8
java-io8
qt7
Programming languages (4)
Github contributions (5)
Bertral/Gleam
Feb 2018 - Aug 2018
2018 Bachelor's thesis
Contributions:75 commits, 2 PRs, 14 pushes in 6 months
thesisbachelormachine-learning
FontaineRiant/wrAIter
May 2021 - Dec 2021
AI writing assistant with voiced narrator and characters and an illustrator
Contributions:12 releases, 52 commits, 127 pushes in 8 months
aihuggingfacekoboldaistttransformers
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