Projects
Independent work, built outside client engagements. Client work is described in the CV.
The short way into The Verification Loop: the loop of generator, verifier and consequence, run through five of the book's cases and two of its stress tests, with the same sources.
How to turn benchmarks into a choice: a thinking partner chosen for calibration and honesty, an executor chosen on cost per task, one model per phase rather than a router, and a system prompt that narrows the gap for cheaper models.
One chain of ideas, traced to the thinkers who developed it and set against its strongest objections: behavior is driven by affect, freedom does not survive that fact, ethics rests on sensibility alone, and happiness recedes when pursued directly. Then the ways of living the traditions recommend, and where philosophy stops.
A framework manuscript on agent-maintained context: one self-contained folder per theme, in portable files that AI agents file, distill and prune while the human decides. A public draft, in progress.
A book-length theory of how verification drives the performance of markets, states and AI systems. Every fact is checked against a dated public source ledger. In revision.
Test automation engine for Oracle Fusion: tests written as the labels a person sees on screen, with no selectors; when a label changes, the run pauses and learns the fix. Passed a first end-to-end run on a real Oracle Fusion HCM DEV pod.
Reproducible, openly specified benchmark of permanent-capital allocators, selected by structure rather than past performance: data pipeline and methodology.
Python research engine for tactical asset allocation, built as an exercise in verification: published strategies verified line by line against their source papers, an explicit execution ledger, adversarial audits and an extensive test suite.
A thesis in cross-cultural management: how IT professionals from India perceive the management practices of Montreal companies, drawn from 14 semi-structured interviews, between India, Quebec and the Anglo-Saxon world.