Applied Work
Selected advisory and applied projects for public- and private-sector clients — competition policy, digital markets, energy, and AI regulation.
2025 – present
Study on modern pricing methods, pricing algorithms, and risks of collusion — European Commission tender EC-COMP/2025/OP/0053.
2025 – present
Regulatory impact assessment of intellectual-property rules for AI systems.
2022 – present
Competition proceedings involving information exchange and cartel allegations, including in the retail sector.
2024 – 2025
Market definition and competitive assessment for a major digital platform.
2024 – 2025
Bidding and coordination analysis in secondary reserve-power markets.
2024 – 2025
Assessment of reserve-power requirements in Switzerland and neighbouring countries.
2023 – 2025
Market-power analysis for energy trading platforms using multi-agent deep reinforcement learning.
2023 – 2024
Price-elasticity estimation in German wholesale and end-user energy markets — Wirtschaftspolitik Nr. 47, State Secretariat for Economic Affairs (SECO).
2023 – 2024
Incentive analysis and mechanism design for a Web3 platform.
2024
Game-theoretic and agent-based analysis of issuance-curve effects on staking behaviour.