Alexandre Evfimievski
Sr. Machine Learning Engineer at Adobe
Los Gatos, California, United States
Summary
👤
Senior🎓
Top SchoolAlexandre Evfimievski is a senior machine learning engineer with 14+ years of experience combining research-grade AI with production systems, now at Adobe after a long tenure at IBM Research. He holds a PhD in Computer Science from Cornell and a mathematics degree from Moscow State, and has translated deep theoretical expertise into practical wins—over 20 papers, 10+ patent filings (7 granted), and multiple IBM Research awards. His hands-on work spans conversational AI, AutoML, document understanding (notably PDF table extraction and contract element classification), and scalable ML optimizations in Apache SystemML. He led human-in-the-loop pipelines for content-grounded LLM training and developed a claim-evidence filter that reached 95% precision on FLAN models, underscoring his emphasis on faithfulness and explainability in generative systems. Alexandre favors simple, data-driven solutions that scale incrementally and mentors others to multiply impact, while exploring multimodal LLMs to integrate tables, charts, and images for more truthful, evidence-grounded responses.
14 years of coding experience
Bachelor+ (5-year) degree, Mathematics, Bachelor+ (5-year) degree, Mathematics at Moscow State UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Cornell University
Github Skills (20)
prediction-model8
java6
science5
machine-learning5
python5
lifecycle4
vscode4
docker4
visual-studio3
docker-container3
ssh3
visual-studio-code3
data-science3
dml3
vscode-extension3
Programming languages (3)
Github contributions (5)
ae2015/taxonomy2
Apr 2024 - Jun 2024
Taxonomy tree that will allow you to create models tuned with your data
Contributions:21 pushes, 8 branches in 2 months
ae2015/yolov10
Oct 2024 - Nov 2024
Contributions:9 pushes, 1 branch in 8 days
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