Case studies & builds
Extended Catalog
Each piece is labelled as client work, self-directed work, synthetic data, or one of our own products.
- Self-directed
Predictive Analysis: Transformer Failure Risk from Load, Lightning, and Equipment
Adding equipment flags raised the logistic regression's F1 score from 0.138 to 0.270, the largest gain of any field block, on public data.
- Client
Data Audit: Canada Structures Field Completeness
Every Nunavut polygon stores Height as zero (11,068). Height is missing on 1,887,979 polygons; 1,887,976 of them are in Ontario and Quebec.
- Synthetic data
Data Audit: Wealth Advisor Book of Business
Fund series consolidate from 36 raw names to 24 true funds. Direct preferred shares are $2.61M after $667K wrapped products are set aside.
- Synthetic data
Descriptive Analysis: Daily Resort Operations from Lift Scans and Downtime
A live dashboard on a cleaned pipeline over synthetic resort data: 98.3% mean lift uptime, scans 3.39 times unique visitors, snow and visitation r = 0.108.
- Product
Island Gates
61 logging-road gates on Vancouver Island. The iPhone app reads a PostGIS database through an API.
- Client, pro bono
Berber Stay & Berber Food
A family homestay and on-site restaurant in Tamri, Morocco. Two linked sites for one client, edited by staff in a CMS. 748 unique visitors in the first 7 days.