Index · 12 systems

The work.

Machine learning, quantitative finance, actuarial modelling and the infrastructure underneath all three. Described at architecture level — the decisions, the trade-offs, and what each one rules out.

Showing 12 of 12

01 Ichne Flagship 2026 Ichne Every shift, proven. A wrist-IMU intelligence platform that reconstructs what happened during an eight-hour shift — the activity timeline, the trajectory, the floor map — from a single inertial stream and a fixed dock. Sensor fusion · Multimodal ML Open dossier
02 Chronos Active 2026 Chronos A native quant terminal, its strategies, and the returns to show for them. A GPU-accelerated quantitative trading terminal with its own mechanical strategies and risk engine: a Rust application shell, Python and R sidecars for machine learning and econometrics, locally hosted models so a live portfolio never leaves the machine, and one strategy implementation that runs identically in the backtest and in production. Trading systems · Native + local AI Open dossier
03 Aphelion Active 2026 Aphelion The farthest point, still in orbit. A platform that generates corporate reports and presentation decks from a governed corpus, with a retrieval pipeline, tool integration through the Model Context Protocol, and a planning mode for designers. Applied LLM · Document systems Open dossier
04 Obsidian Mind Open source 2026 Obsidian Mind Persistent memory for AI coding agents. A knowledge vault that gives AI coding agents memory across sessions — hooks, commands and semantic search, working across three major agent CLIs. Developer tooling · Open source Open dossier
05 Health Index Production 2025 Health Index Discover, enrich, and model a national health-services market. A data pipeline that builds a national index of health businesses from a public services directory and live discovery, enriches it by scraping and language-model extraction, and predicts staffing levels with a supervised model. Health economics · Geospatial ML Open dossier
06 Specialist Projections Research 2025 Specialist Projections How many specialists a place actually needs. An actuarial demand model that projects required specialist supply for an area from its population age structure, a mortality-derived morbidity proxy, and income elasticity. Demand modelling · Health workforce Open dossier
07 Medical Cost Modelling Shipped 2025 Medical Cost Modelling Day hospital versus private hospital, resolved to a margin. A scenario modelling application for specialist economics — combining a national procedure-cost reference set with operator assumptions to compute revenue, cost and margin per procedure, per modality, and in aggregate. Health economics · Scenario modelling Open dossier
08 Cost Data Pipeline Shipped 2025 Cost Data Pipeline Structured extraction from an application that publishes no data. An extraction pipeline that recovers national procedure-cost data — specialist fees, out-of-pocket expenses and state-level breakdowns — from a client-rendered application with no published dataset. Data acquisition Open dossier
09 Radiology Workforce Model Production 2026 Radiology Workforce Model National imaging volume, allocated to clinics, resolved to FTE. A top-down workforce model that turns national imaging volume into per-clinic radiologist FTE estimates, calibrated against published workforce data and falsifiable against three independent reconciliation gates. Workforce modelling · Health economics Open dossier
10 Tableau MCP Active 2026 Tableau MCP Give an agent hands inside a workbook. A Model Context Protocol server for a desktop analytics application — introspect, query and edit local workbooks directly from an AI coding agent. Developer tooling · Protocol servers Open dossier
11 Workbook Conversion Shipped 2025 Workbook Conversion A migration guide, generated from the workbook itself. A tool that extracts the complete contents of an analytics workbook — sources, fields, calculations, worksheets, dashboards, parameters — and generates a step-by-step migration guide to a competing platform, including formula translation. Migration tooling Open dossier
12 Workflow Intake Production 2025 Workflow Intake Long document analysis as a queue, not a request. A two-application intake platform that runs lease and tender documents through retrieval and language-model analysis, producing populated spreadsheet and document artifacts with reviewer confidence signals. Applied LLM · Cloud architecture Open dossier