TAM — real-time monitoring
Live animal health and robotics dashboards for agriculture.
Real-time monitoring single-page applications for the agriculture and robotics sectors, giving operators live tracking of animal health metrics and robotic performance KPIs.
Overview
Touchless Animal Metrics measures livestock without handling the animals. The frontend problem is turning a continuous stream of sensor and robot telemetry into something a farm operator can act on in seconds.
I owned features end to end — from consuming the REST API through to the responsive, pixel-accurate UI the operators actually used.
Problem
Operators need to notice a problem in a herd or a robot now, not in a report tomorrow — which makes the interesting constraints latency, density of information, and legibility at a glance.
Agricultural deployments are not desk environments: the same views get read on a phone in a barn.
Solution
- Single-page applications built around live metric streams rather than page loads.
- Zustand for the shared operational state that several views read at once.
- End-to-end feature ownership, from REST integration to responsive UI, so the data shape and the display were designed together.