Wind Farm Bird Detection & Tracking Dashboard
An ecological monitoring dashboard that tracks bird activity and collision risk around wind turbines — spatial mapping, per-farm analytics, a cross-farm comparison tool, and a species reference encyclopedia, all backed by server-side SQL aggregation so it stays fast even at scale.
My role & lessons learned
This started as a take-home case study for a job application, built around a
real single wind farm's bird-detection data. I enjoyed working on it enough
that I kept building on it well after the interview process ended —
scaling it from one farm to a 22-farm system with cross-farm analytics, adding
a species reference tab, and migrating the data layer from in-memory JSON to
PostgreSQL with server-side aggregation once client-side filtering started
hanging on the larger dataset. I whitelabeled the product for this portfolio,
since the original was built around a specific company's data and branding.
The most interesting engineering problem was computing real solar elevation
(via suncalc) from each farm's coordinates and timestamp so
day/night classification stays accurate at any latitude or season, rather than
relying on a fixed clock-time split.