2026 · Recent builds
What I’ve built lately.
Snooker: video to calibrated ball state
Perception, annotation, QA and stakeholder demonstration designed as one reviewable system.
Poker editorial intelligence
Ranked moments, connected story arcs and grounded caption variants in a single editor workflow.
Evidence-grounded text reconstruction
A source-first RAG interface that keeps retrieval, uncertainty and alternative readings visible.
Leading applied-data products
The decision gates, review cadence and ownership model I use to move from possibility to dependable operation.
When the market wins
A leak-safe model, an honest benchmark and the leadership decision not to promote an interesting result.
Earning the right to run
A governed path from rolling holdouts to operational shadowing, stability review and explicit promotion decisions.
A model that can’t see the future
Forward-moving evaluation and paired-orientation checks made temporal integrity a repeatable release gate.
Ship drop probability lab
A public client-side simulator for exploring drop rates, pity rules, expected value and collection risk.
Decision systems
Earlier decision systems.
Models matter. The more durable work is the infrastructure that lets people understand, challenge and use them.
Beyond WAPE: forecast quality framework
Turning model evaluation into a release decision rather than a leaderboard.
Research infrastructure · 2025Quant data platform roadmap
Sequencing reproducibility, governance and performance without platform theatre.
Simulation · 2025Why we doubled the safety net
Monte Carlo evidence that made a material risk decision legible.
Narrative product · 2025Attimo V0.1
Auditable story objects, QA cues and locale-aware output from live event data.
Software · 2026Invoice_gen
From a family workflow problem to a shipped desktop application.
Economic modelling · 2024Token supply, demand and capacity
A predictive simulator that translated network design into board-level decisions.
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