Kasper Janehag
Senior Machine Learning Engineer, Tech Lead at McKinsey & Company
Stockholm, Stockholm County, Sweden
Summary
🤩
Rockstar🎓
Top SchoolKasper Janehag is a Senior Machine Learning Engineer and Tech Lead at QuantumBlack (McKinsey) with seven years of experience building and operationalizing ML systems at scale. He specializes in MLOps and cloud-native deployments—designing infrastructure and tools like ArgoCD, Prometheus, EMR and Kubernetes to reliably ship production models. Kasper has led one of McKinsey’s largest ML assets, mentoring teams and aligning solutions with complex stakeholder needs across utilities, aerospace and consulting clients. His background blends rigorous aerospace research (University of Washington M.Sc., CFD and wind-tunnel experiments at NASA) with hands-on data science and engineering in industry, giving him a rare mix of theoretical depth and production-focused delivery. Based in Stockholm, he is known for fostering collaborative, continuously improving teams that bridge research-grade models and robust operational pipelines.
7 years of coding experience
7 years of employment as a software developer
Master of Science (M.Sc.), Aeronautics & Astronautics, 3.9/4.0, Master of Science (M.Sc.), Aeronautics & Astronautics, 3.9/4.0 at University of WashingtonBachelor of Science (B.Sc.), Mechanical Engineering, 4.9/5.0, Bachelor of Science (B.Sc.), Mechanical Engineering, 4.9/5.0 at Chalmers University of Technology
Swedish, English
Github Skills (66)
python10
testing10
pandas-dataframe10
kedro10
data-cleaning10
schema10
modular10
data-validation10
dataframes10
pandas10
validation10
pipeline10
coercion10
schema-validation10
hypothesis-testing10
Programming languages (3)
Github contributions (5)
kasperjanehag/hellpigs-dash-app
Aug 2020 - Aug 2020
Public repository for heroku dash application on gaming data feeds from Call Of Duty Warzone
Contributions:18 PRs, 35 pushes in 1 day
herokupublic-repositorydashcall-of-dutyfeeds
kasperjanehag/relex-timeseries-task
Mar 2025 - Apr 2025
Contributions:23 pushes, 1 branch in 12 days
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