Systems I have designed, built and run in real barns and fields.
Edge AI · Sensors
Cow monitoring platform
Scoring brushing and drinking from video by hand is slow. I built a camera and sensor system with on-device AI (Raspberry Pi + Hailo) that records both behaviours continuously in the barn.
[XX] cows monitored over [XX] months; manual scoring cut by [XX]%.
Computer vision
Custom cattle detector
A YOLO-based detector for cattle in barn video, trained on my own labelled data with SAM-assisted annotation.
[XX]% precision, [XX]% recall on [XX] test images.
Cloud · Data
Barn-to-cloud pipeline
Moves sensor and video data from the barn to the cloud for storage, processing and dashboards.
[XX] devices, [XX] GB per day, [XX]% uptime.
LLM · Retrieval
Farm-data assistant
An assistant that answers questions over farm records and research data.
[Who uses it and the time it saves]
Drones
Drone survey
[Mapping / survey of site] for [purpose].
[Area covered and how the output was used]