Jacob H. Rothschild
Researcher
Now Research Fellow · Dream Machines
@ja_rothschildjrothschild.comGitHubLinkedInLatest move
QuantCo → Dream Machines · Research Fellow
Path
Current
- DMDream MachinesNEWResearch Fellow
Previous
QuantCo2023 – 2026Data Scientist (Zurich); led the design of a randomized controlled trial spanning more than EUR 2 billion in insurance claims
ETH Zurich2021 – 2023MSc Statistics; thesis on min-cost concave generalized dynamic flows and dynamic optimal power flows- SISINTEF Digital2021Summer Researcher, Analytics and AI (Oslo)
- LULund University2018 – 2021BSc Mathematics (mathematical statistics); thesis on deep reinforcement learning for real-time power grid topology optimization
- COCognite2020Summer Intern, machine learning for document classification
- COCognite2018Data Science Intern, distributed machine learning on Spark
- FXFram X2017 – 2018Cross-platform Developer (Oslo)
Papers
- Solving Min-Cost Concave Generalized Dynamic Flows and Approximating Dynamic Optimal Power FlowsarXiv 2404.03670 2024His ETH Zurich master's thesis, sole author: algorithms for minimum-cost flows that change over time, applied to approximating optimal power flows in electricity grids.