Lina Weichbrodt
Cricut Inc, Utah, US, Machine Learning Consulting And Freelance at Machine Learning Consultant and Freelance
Berlin Metropolitan Area Germany
Summary
👤
Senior🎓
Top SchoolLina Weichbrodt is a pragmatic machine learning consultant and freelance engineer with 12 years of experience building production-ready ML systems across industries from finance to travel and media. She has led ML teams and shipped low-latency recommender and personalization models at Zalando, delivered high-impact risk and pricing models at Deutsche Kreditbank, and rapidly prototyped end-to-end vision, NLP, and embedding solutions for startups and scale-ups. Lina excels at translating business problems into robust, operational ML products—favoring intermediate, reusable outputs (e.g., vision tags) that unlock new product features and marketing signals. Comfortable across the stack, she implements models, data pipelines, and deployment (Python, FastAPI, GCP, Docker, Terraform) and provides MLOps guidance to organizations and incubator teams. Based in Berlin, she combines academic rigor with a hands-on, results-driven style and is active in the MLops community and open-source spaces.
12 years of coding experience
9 years of employment as a software developer
Master Master of Science in Business Computing, Master Master of Science in Business Computing at Otto-von-Guericke University MagdeburgBachelor Economics and Business Administration, Bachelor Economics and Business Administration at Katholische Universität Eichstätt-Ingolstadt
English, French
Github Skills (119)
pandas-dataframe10
effort10
google-sheets-api-v410
validating10
google-sheets10
recall10
google-sheets-api10
data-validation10
python-logging10
privacy-preserving10
jupyter-notebook10
logger10
model-validation10
logging10
gspread9
Programming languages (7)
Github contributions (5)
rmminusrslash/machine_learning_project_template
Jan 2022 - Dec 2023
setting up some tools I find useful.
Contributions:1 review, 3 PRs, 39 pushes in 1 year 11 months
setting
rmminusrslash/ml_ops
Apr 2022 - Sep 2022
Contributions:8 commits, 8 pushes, 1 branch in 5 months
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