Jean-marc Soumet
Senior Machine Learning Engineer at Adobe
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolJean-marc Soumet is a Senior Machine Learning Engineer based in San Jose with 11 years of experience building scalable AI and data platforms across Adobe, Salesforce, Roku, and Ironclad. He specializes in productionizing deep learning and NLP systems—training transformers and LLMs, deploying GPU-accelerated inference, and closing data feedback loops for continuous model improvement. His background spans the full ML lifecycle plus big-data engineering (Spark, Kafka, HBase) and DevOps (Kubernetes, AWS), enabling reliable deployment of high-volume, real-time APIs. At Salesforce he shipped TensorFlow Java backends and served as a technical lead for the large-scale Einstein platform; at Ironclad he built an AI datamart and contract-understanding models. Combining an engineering MS from EPITA and an MBA in Analytics, he brings both systems-level rigor and product-oriented metrics thinking to ML solutions. Quietly pragmatic, he often bridges research prototypes to production-ready services that scale to enterprise workloads.
11 years of coding experience
10 years of employment as a software developer
MS Networking and Telecommunications Major, MS Networking and Telecommunications Major at EPITA: Ecole d'Ingénieurs en InformatiqueMaster of Business Administration (MBA) Analytics, Master of Business Administration (MBA) Analytics at Santa Clara University Leavey School of Business
French, English
Github Skills (83)
sentence10
python10
miner10
gmail10
few-shot-learning10
nlp10
sentence-transformers10
nlg10
natural-language-understanding10
reinforcement-learning10
electra10
stratum10
deep-learning9
google-docs9
machine-learning9
Programming languages (8)
Github contributions (5)
ajmssc/bitcoin-inspector
Sep 2014 - Jan 2016
Contributions:4 commits, 1 push in 1 year 4 months
ajmssc/bitcoin-inspector-webserver
Sep 2014 - Jul 2019
The webserver and RPC client for bitcoin-inspector
Contributions:3 commits, 2 PRs, 2 pushes in 4 years 10 months
rpcrpc-clientinspectorwebserverbitcoin
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