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10 articles
2026
From broadcast frames to reviewable table state
Building the calibration, perception and evidence layer behind a snooker computer-vision proof point.
Sports intelligence · July 2026From hand history to editorial story
How Attimo turns a long poker session into ranked moments, connected arcs and grounded copy.
Applied AI · July 2026Reconstructing a missing stanza with evidence
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 Ship Drop Simulator - A Fan-Made Probability Tool
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 2026Invoice_gen: from family pain-point to shipped desktop 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 2026Localization Is Not Translation - Context Cartridges for International Football
A localization pattern that keeps generated sports content culturally native without letting the model invent the wrong teams, references, or tone.
11 articles
2025
Attimo V0.1 - A Narrative Dashboard for Live Sport
Turning raw match events into auditable story objects, QA cues, and locale-aware outputs for editorial and product teams.
Applied AI · November 2025Beyond WAPE - Building a Forecast Quality Framework
A pragmatic evaluation system for deciding whether a model is safe to ship, not just numerically impressive.
Applied AI · October 2025Sunshine Features - Rapid EDA for Feature Viability
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 Lessons: Debugging Smart-Contract Rewards and the Year-1 Data Roadmap
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 - From Solidity Calls to Tableau
A hybrid analytics pipeline combining live contract reads, market data, and capacity data into one reporting layer.
Data platforms · April 2025Real-time Market Feeds - Streaming Delta to Tableau
A practical streaming pipeline for market data, spread snapshots, and presentation-layer tables that analysts could trust.
Quant & forecasting · March 2025Bootstrap Pool - Jump-starting Hardware Capacity with Liquidity Incentives
Modeling the runway, uptake, and economic shape of a liquidity-incentive program before it became an expensive experiment.
Quant & forecasting · February 2025Collateral 50 percent - Why We Doubled the Safety Net
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 2025Beyond Dashboards - Mining Dune, Then Building Our Own
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
Slash and Secure - Designing Oracle-Node Penalties
A penalty-design exercise balancing operator incentives, fault tolerance, and the need to keep bad behavior economically unattractive.
Data platforms · November 2024Documentation Sprints at Warp Speed - Shipping the Node Sale GitBook
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 2024From White Paper to Build Spec - Writing the Tokenomics Implementation Guide
Turning an economic design document into module boundaries, ownership, and a build sequence engineers could actually ship against.
Quant & forecasting · September 2024Collateral vs Rewards - Stress-Testing the Economic Levers
Using analytics and simulation outputs together to understand how reward design and collateral requirements pulled against each other.
Quant & forecasting · July 2024Investor Unlock Schedules in Python - Nine 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, Demand and Capacity - Drafting ICN's First Predictive 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 2024Automating Documentation with DBT and Jenkins
Using CI to keep analytics documentation live, versioned, and easy for non-engineers to find without manual rebuilds.
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.
Quant & forecasting · May 2024Unraveling the Impact of Chart Positioning on App Sales
A mixed econometrics and feature-importance study on how app rankings, impressions, and sales actually interact.
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