§ Symmetric Labs — Strategic Advisory

Two decades at the intersection of science, engineering and executive leadership.

A boutique advisory practice working with founders on protocol design, AI and machine learning strategy, and the convergence of decentralised and traditional finance.

Theory translated into production infrastructure.

Symmetric Labs is the consulting practice of the former Chief Executive of Euler Labs — the team behind one of the most widely-used lending protocols in decentralised finance.

Before Euler, a decade of academic research across dynamical systems, evolutionary theory, bioinformatics and applied machine learning. DPhil from the University of Oxford in mathematical biology; postdoctoral work at Oxford and UCL.

The practice is deliberately small. Engagements are led personally.

Scoped engagements, specific questions.

01

Protocol & mechanism design

Lending architecture, tokenomics, market-maker design, interest-rate and auction mechanisms, risk frameworks, governance.

02

AI & machine learning advisory

Technical due diligence, model strategy, research-to-product translation, and AI positioning for founders and investors.

03

Board & fractional leadership

Board and advisor seats, and selective fractional engagements at early-stage companies in decentralised finance and AI.

Primitives designed at Euler Labs.

01 Euler Modular lending protocol with permissionless, isolated-risk vaults.
02 EulerSwap Credit-based AMM integrated directly with lending positions.
03 Reactive Rates Control-theoretic model for on-chain lending rates.
04 Cyclical Rates Fixed-rate lending primitive with programmable, recurring repayment cycles.
05 Synthetic assets Synthetic asset frameworks collateralised natively by on-chain lending positions.
06 Fee Flow Auction protocol for protocol fee capture and asset conversion.

For new engagements and enquiries.