Marcus Garsdal
Senior MLOps Engineer at Homai
Copenhagen, Capital Region of Denmark
Summary
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Rockstar🎓
Top SchoolMarcus Garsdal is a Senior MLOps Engineer with eight years of experience building and operating forecasting systems for the energy sector, currently focused on enabling data-driven decarbonization of electricity at Electricity Maps. He specializes in scaling ML lifecycles—designing monitoring and alerting with Grafana/Prometheus, automating retraining pipelines on Dataflow, and delivering large-scale forecast analytics on BigQuery—to manage thousands of models across renewables, load, flows, prices and carbon intensity. Marcus combines hands-on data science and cloud engineering (AWS, GCP, Azure) with product ownership, having led R&D projects for anomaly detection, quality monitoring and customer-facing forecast SLAs that materially reduced costs for TSOs and traders. He founded Homai, presents at sustainability and AI conferences, and brings a curiosity-driven, systems-first approach informed by an academic background in sustainable energy from DTU.
8 years of coding experience
5 years of employment as a software developer
HTX, Information Technology, HTX, Information Technology at Roskilde Tekniske GymnasiumTechnical University of DenmarkBachelor of Science - B.Sc, Exchange Student, Bachelor of Science - B.Sc, Exchange Student at City University of Hong Kong
Github Skills (7)
data-visualization10
climate-change10
visualization10
electricity-prices10
electricity10
consumption10
sustainability10
Programming languages (1)
Github contributions (5)
Garsdal/mlops_exercises
Jan 2022 - Jan 2022
Contributions:30 pushes, 2 branches in 13 days
Garsdal/gpt-codegen
Mar 2023 - Mar 2023
A repository which implements the OpenAI ChatGPT to recursively write code until a coding task is succesful
Contributions:1 review, 7 commits, 6 PRs in 3 days
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