Projects
Where the research meets real data.
Each project is a hypothesis under test. We publish what we learn, including the parts that did not work.
Active
active since 2026
Land Alpha
An early-stage research programme testing whether fragmented public and local data can identify land-market transitions before those changes are fully reflected in market signals.
- Spatial and geospatial intelligence
- Forecasting and decision intelligence
- Data science and applied machine learning
active since 2026
LandInvest on Google Cloud
The data platform and Market Explorer application behind LAISER's land-investment research, built as a data lake, BigQuery layer, serving export, and Cloud Run web app with pipeline-only deploys.
- Big data, analytics, and ML systems engineering
- Spatial and geospatial intelligence
- Forecasting and decision intelligence
active since 2026
Principal Data Scientist Framework
A data-first operating system for ML and analytics work with AI coding agents, with evidence labels, leakage and point-in-time discipline, baseline-first modelling, adversarial review, and self-testing regression evals.
- Data science and applied machine learning
- Safety, alignment, and evaluation
- Multi-agent and agentic systems