I’m a cryptoeconomist and research scientist at CryptoEconLab, working at the intersection of mechanism design, protocol simulations, and incentive engineering for decentralized systems. I have a background in theoretical & computational chemistry (PhD) and Physics Engineering.
Before CEL, I worked as an MEV Scientist Engineer at Urani.trade, building intent matching, routing algorithms and toxic MEV reduction solutions.
I’m also the founder of MatTwins: a research project applying ML surrogates to materials discovery for sustainable innovation.
- design & analysis of cryptoeconomic mechanisms
- agent-based modelling of on-chain systems
- coordination markets, allocation systems & incentive alignment
- intent-based architectures and fair sequencing
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Impact Evaluators & The Innovation Game — Article
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Impact Evaluators Research Retreat 2025 — Demo video & article
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The Fair Exchange Problem: A Mathematical Perspective — formal take on fair exchange & Ethereum PBS
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Intent Matching: A Linear Algebra Approach to Swap Order Execution — geometric interpretation of intent flows
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MEV Agents and the Forward Routing Problems — bot optimising order surplus
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Designing a Market-Making Algorithm for IOTA/BTC — predictive & risk-aware strategy design
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Read more on my blog
Part of the editorial board of Recerts: The Recerts Journal of Mechanism Design for Public Goods, a peer-reviewed venue for research on funding mechanisms, incentive systems, and impact verification.
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Filecoin Economy Simulation & MCP Server (CEL) — Demo video
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Intent-based Execution Models (Urani) — optimal routing, MEV mitigation, and simulation frameworks
- 10 peer-reviewed publications
- 3 invited/oral conference contributions
- 1 international patent in digital-twin chemical sensing
- Experience in quantum chemistry, multiscale modelling, and ML-based simulation surrogates