Jan-Lukas Pflaum
Somewhere between data and power markets.
Head of Data @ px dynamics
Career
px dynamics
Head of Data
Jan 2026 – present
Trading signal platform for short-term power markets. Built the infra, data pipelines, and signal delivery via API.
Terra One
Team Lead Data Engineering
2024 – 2025
Algorithmic trading and battery storage. Startup pace in a century-old energy market. Led a team of 3. Built up the whole data foundation for ML and trading — market data, order books, time series, fundamentals.
urban energy
Data Scientist
2019 – 2024
Started as a working student, wrote my master's thesis (Grade: 1.0), and led the research project VideKIS — virtual power plant optimization with renewables.
Education
TU Berlin
M.Sc. Information Systems Management (1.6)
Universidade de Lisboa
Exchange semester
HTW Berlin
B.Sc. Wirtschaftsinformatik (1.8)
Award
Helmut-Schaefer Prize 2023 — Winner (External Works)
"RL-based Strategic Bidding for a Virtual Power Plant in the FCR Market"
Projects
Everything in Git: Running a Trading Signal Platform on NixOS
A two-stage optimization of a VPP simultaneously participating in FCR and Day-ahead energy market
Virtual power plant optimization — bundling small-scale renewables for grid stability and market participation
Portfolio website for German artist Daniel Nagel — 50 years of work, from expressive painting to stone sculptures
Links