Constantin Baumgartner
Senior Machine Learning Engineer at SurfSight.io
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolConstantin Baumgartner is a Senior Machine Learning Engineer in San Francisco with a decade of experience turning complex data into production ML systems, including commercial computer vision and real-time edge deployments. A Carnegie Mellon master's graduate, he has shipped state-of-the-art Automated Optical Inspection solutions and led commercial CV projects at Plainsight while founding surf-analytics startup SurfSight.io to apply vision tech to consumer decisions. He combines hands-on model development, dataset curation, and cross-regional scaling of distributed ML workloads for Fortune-scale clients and defense-adjacent systems at Anduril. His background spans founding SaaS and crypto operations, consulting for multinational customers, and teaching statistics, showing both entrepreneurial grit and a comfort navigating product, research, and client-facing engagements. Colleagues rely on him to bridge research-quality models with robust, high-throughput production pipelines deployed at the edge.
8 years of coding experience
8 years of employment as a software developer
Bachelor's Degree Applied Mathematics & Applied Physics, Bachelor's Degree Applied Mathematics & Applied Physics at Emory UniversityMaster's Degree Information Systems Management, Master's Degree Information Systems Management at Carnegie Mellon University - Heinz College of Information Systems and Public Policy
English, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
deep-learning8
machine-learning8
fastai8
pytorch8
python8
feature-extraction8
gpu8
nbdev7
efficientnet7
launchpad6
imagenet6
Programming languages (2)
Github contributions (5)
BavarianToolbox/surfsight
Aug 2021 - Oct 2021
Contributions:8 PRs, 67 pushes, 1 branch in 2 months
BavarianToolbox/MLOps-midterm
Jul 2021 - Aug 2021
Contributions:77 pushes, 1 branch in 6 days
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