SECTION / 16 — SERVICES
CLIENT-FACING OFFERINGS
I work across quantitative research, data engineering, software development, and AI-assisted automation. Explore the types of technical problems I can help investigate, design, and solve.
HOW I CAN HELP
DEFINED SCOPE · REPRODUCIBLE DELIVERABLES · WRITTEN LIMITS
OFFERING / QUANTITATIVE RESEARCH PROTOTYPES
EVIDENCED
QUANTITATIVE RESEARCH
Falsifiable market questions turned into deterministic, reproducible experiments.
WHO THIS IS FOR — Anyone holding a strategy question that needs a defensible, falsifiable answer — before capital or months are committed to it.
SCHEMATIC · QUANTITATIVE RESEARCH
METHODS
Hypothesis workflow · Statistical evaluation · Deterministic fixtures
THE PROBLEM IT ADDRESSES
- A strategy idea that looks promising but has no registered hypothesis and no test that could disprove it.
- Results that cannot be regenerated — every run differs, so nothing can be trusted or reviewed.
- Research that ends in a number with no stated method behind it: no cost model, no artifact, no limitations.
WHAT YOU RECEIVE
- A registered hypothesis and an agreed evidence standard, fixed before data is touched.
- A deterministic experiment harness whose outputs regenerate byte-identically.
- A written report: method, evidence, result, limitation, conclusion — including negative results.
OUT OF SCOPE
- Live trading deployment or capital allocation.
- Guaranteed performance outcomes or return targets.
- Fund management, advisory mandates or regulated investment activity.
EVIDENCE
Written up as "Reproducibility as an Overfitting Defense" and "Regime Dependence in Strategy Populations", tested against the apex-quant-engine fixture harness.
PROCESS
- 01REGISTER THE HYPOTHESIS
- 02FIX THE EVIDENCE STANDARD
- 03RUN THE DETERMINISTIC EXPERIMENT
- 04WRITE THE REPORT — INCLUDING NEGATIVES
RELEVANT WORK
QUANTITATIVE RESEARCH selected.
SERVICE DELIVERY PROCESS
- 01DISCOVER+
- 02DEFINE+
- 03RESEARCH+
- 04SPECIFY+
- 05DESIGN+
- 06BUILD+
- 07TEST+
- 08VALIDATE+
- 09DELIVER+
- 10ITERATE
Each stage has a clear output — requirements, tests, working software and written limits — so you always know what was built and what it proves.
LEARN HOW I WORK →ENGAGEMENT MODELS
FREELANCE & CONTRACT
I take on defined-scope technical projects: research prototypes, market-data tools, quantitative analysis systems, and automation workflows. Every engagement ends with working software, reproducible artifacts, and written limitations.
EXPLORE OPPORTUNITIES →RESEARCH COLLABORATION
I'm open to research collaboration on market structure, backtesting, data integrity, risk engineering, and quantitative methods — working with people who value reproducible results and transparent methodology.
EXPLORE RESEARCH →