Tim Bauer
Engineering Manager - ML Feature Engineering Platform Team (Doordash & Wolt)
Sweden
Summary
👤
Senior🎓
Top SchoolTim Bauer is an engineering manager leading ML feature engineering platform work for DoorDash and Wolt, bringing eight years of experience bridging environmental science, geospatial analysis, and production ML systems. He progressed from geospatial data scientist and ML engineer to team lead and now manager at Wolt, driving streaming and feature-platform initiatives that scale real-time decision-making. Trained as an environmental scientist with an MSc in Sustainability Science, he applies domain knowledge to ML problems—especially geospatial—and is passionate about using data to improve real-world outcomes. Based in Sweden, Tim combines hands-on engineering with people leadership, shipping platform tooling that empowers data teams while keeping an eye on environmental impact.
8 years of coding experience
3 years of employment as a software developer
M.Sc. Environmental Studies and Sustainability Science, M.Sc. Environmental Studies and Sustainability Science at Lund UniversityB.Sc. Environmental Science (Major) & Philosophy (Minor), B.Sc. Environmental Science (Major) & Philosophy (Minor) at Leuphana University of LüneburgStudies abroad Theories and Strategies of Sustainable Development Nordic Environmental Studies, Studies abroad Theories and Strategies of Sustainable Development Nordic Environmental Studies at Karlstad University
German, English, Swedish, French
Github Skills (183)
python10
data-ingestion10
automation10
mlops10
declarative10
extensible10
spotify10
get-started10
dataops10
kubernetes-operator10
scale10
sdk10
fine-tuning10
golang10
grpc10
Programming languages (13)
Github contributions (5)
climatefarmers/farmdb
Jun 2021 - Aug 2021
FarmDB is Climate Farmers internal database system for connecting farms, consultants, practices, modelled scenarios and metrics
Contributions:1 review, 166 commits, 6 PRs in 1 month
farmersclimateinternaldatabase-systemdatabase
bimtauer/flytepropeller
Oct 2021 - Jun 2023
FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface
Contributions:33 pushes, 5 branches, 2 tags in 1 year 8 months
golangflyteflyte-clikubectlinteract
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