Browse by lane
Choose a lane.
10 articles
2026
Snooker computer vision: broadcast frames to table state
Building the calibration, perception and evidence layer behind a snooker computer-vision proof point.
Sports intelligence · July 2026Poker editorial AI: from hand history to story
How Attimo turns a long poker session into ranked moments, connected arcs and grounded copy.
Applied AI · July 2026Auditable RAG for uncertain text reconstruction
A source-first retrieval and generation workflow for exploring uncertain text reconstruction.
Product leadership · July 2026Leading data products to trusted decisions
Decision gates, evaluation evidence, ownership and the path from first signal into dependable operation.
Sports intelligence · June 2026A UFC model that can’t see the future
A chronological modelling workflow built around paired-fight integrity, walk-forward evidence and a hard leakage audit.
Sports intelligence · May 2026How a WNBA model earns the right to run
Separating live operational shadowing from capital approval with time-aware evaluation, stability gates and explicit governance.
Quant & forecasting · April 2026World of Warships Drop Simulator Case Study
An unofficial decision-support tool that turns drop-rate assumptions and pity rules into clear probability curves, expected values, and collection odds.
Sports intelligence · March 2026When the market wins: governing a WTA model
A leak-safe tennis model, an honest market benchmark and the leadership decision not to promote an interesting result.
Product leadership · 26 February 2026Shipping a Desktop Invoicing App
A lightweight invoicing app built because small businesses close to me needed installable software, not another script or bloated accounting suite.
Applied AI · January 2026Football Localisation with Context Cartridges
A localization pattern that keeps generated sports content culturally native without letting the model invent the wrong teams, references, or tone.
11 articles
2025
Live-Sport Narrative Dashboard
Turning raw match events into auditable story objects, QA cues, and locale-aware outputs for editorial and product teams.
Applied AI · November 2025Forecast Quality Beyond WAPE
A pragmatic evaluation system for deciding whether a model is safe to ship, not just numerically impressive.
Applied AI · October 2025Testing Weather as a Forecast Feature
A quick but disciplined analytics pass that answered whether weather was worth modeling or just another expensive distraction.
Data platforms · September 2025Quant Data Platform Roadmap - V0 to V3
A capability-first roadmap for sequencing reproducibility, governance, and optional low-latency without turning platform work into theatre.
Product leadership · July 2025Post-Launch Smart-Contract Data Lessons
What the first launch cycle exposed about reward bugs, reporting gaps, and the data roadmap needed to keep the system legible.
Data platforms · June 2025Alerting the Chain - Rate-limits to PagerDuty
How we turned fragile reserve checks into a severity-based alerting path with Slack for triage and PagerDuty for real incidents.
Data platforms · May 2025On-Chain Rewards Analytics Pipeline
A hybrid analytics pipeline combining live contract reads, market data, and capacity data into one reporting layer.
Data platforms · April 2025Real-Time Market Data Pipeline
A practical streaming pipeline for market data, spread snapshots, and presentation-layer tables that analysts could trust.
Quant & forecasting · March 2025Liquidity-Incentive Bootstrap Model
Modeling the runway, uptake, and economic shape of a liquidity-incentive program before it became an expensive experiment.
Quant & forecasting · February 2025Collateral-Risk Monte Carlo Model
A Monte Carlo study that made tail risk visible enough to justify raising the collateral floor from 30 percent to 50 percent.
Data platforms · January 2025From Dune Dashboard to Data Pipeline
Dune was the fastest proof of concept for on-chain visibility, but the production answer needed our own mixed on-chain and off-chain pipeline.
12 articles
2024
Oracle-Node Penalty Design
A penalty-design exercise balancing operator incentives, fault tolerance, and the need to keep bad behavior economically unattractive.
Data platforms · November 2024Shipping a Public Data Documentation System
A two-week push that turned scattered notes, diagrams, and economics content into a public docs system the commercial team could actually use.
Product leadership · October 2024Tokenomics: From White Paper to Build Spec
Turning an economic design document into module boundaries, ownership, and a build sequence engineers could actually ship against.
Quant & forecasting · September 2024Collateral vs Rewards Simulation
Using analytics and simulation outputs together to understand how reward design and collateral requirements pulled against each other.
Quant & forecasting · July 2024Investor-Unlock Scenario Simulation
A scenario simulator built to show how unlock design changes sell pressure, allocation dynamics, and governance conversations.
Quant & forecasting · June 2024Optimizing Queueing Models in Server Systems
Using queueing theory to reason about throughput, wait times, and architecture tradeoffs instead of hand-waving about server efficiency.
Quant & forecasting · June 2024Token Supply & Capacity Model
A first predictive simulator linking emissions, capacity, utilization, and price to answer board-level questions about network design.
Quant & forecasting · May 2024Advanced Forecasting with Prophet
A practical forecasting workflow for turning messy game-sales data into explainable predictions without building a bespoke model stack from scratch.
Data platforms · May 2024Automated Analytics Documentation
Using CI to keep analytics documentation live, versioned, and easy for non-engineers to find without manual rebuilds.
Quant & forecasting · May 2024How App-Store Rank Affects Sales
A mixed econometrics and feature-importance study on how app rankings, impressions, and sales actually interact.
Data platforms · May 2024Scraping the Android Paid Rank Charts
Building a lightweight mobile-intelligence feed for ranking, pricing, and install signals while keeping the data collection process explainable.
Product leadership · May 2024SWOT Analysis of the Gaming Industry
A market-intelligence piece on the gaming sector focused on strategic pressure points, monetization risk, and where the industry still has room to grow.
Keep exploring
Want the visual version?
The demos page collects interactive, chart-led and video work in one place.