PATH / 03 — RESEARCH COLLABORATION
JOINT EXPERIMENTS & OPEN RESEARCH
I'm open to research collaboration on market structure, backtesting, data integrity, risk engineering, and quantitative methods — work where the question is registered up front and the methodology stays transparent.
COLLABORATION MODEL — REGISTERED QUESTIONS, SHOWN METHOD.
COLLABORATION THEMES
These are the research areas where joint work produces compounding value. Each theme connects to existing systems and published research entries.
MARKET STRUCTURE
Microstructure, liquidity dynamics, and order-flow toxicity in crypto and traditional venues.
BACKTESTING INTEGRITY
Deterministic simulation, lookahead-bias prevention, cost modelling, and reproducible artifacts.
DATA INTEGRITY
Point-in-time correctness, representation error, vendor disagreement, and canonical modelling.
RISK ENGINEERING
Structural risk controls, position sizing under ergodicity, and pre-trade enforcement.
QUANTITATIVE METHODS
Ergodicity economics, ensemble vs time averages, small-edge detection, regime attribution.
GOVERNANCE
HOW WE WORK TOGETHER
REGISTER THE HYPOTHESIS
Every collaboration starts with a falsifiable question, registered before data is touched.
AGREE THE EVIDENCE
What artifact would prove the result? Fixed before any code runs.
RUN THE EXPERIMENT
Deterministic code, explicit costs, reproducible artifacts.
PROMOTION GATE
Verification against the artifact. The gate refuses to bend — that is the feature.
OPEN RESEARCH ENTRIES
These ongoing entries are open to external contribution — the question is registered, the answer does not exist yet.
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PROPOSE A HYPOTHESIS