PerPlant
Robotics Co-op
2025-02 to 2025-11
Agtech startup using computer vision and AI for precision agriculture. My role focused on robotics field tooling, thermal sensing, and dataset workflows around real crop data.
Contributions+
- Integrated a thermal imaging workflow using irpythermal with ROS2 publishers/subscribers in C++ and Python.
- Enabled GPS-geotagged thermal image collection for precision agriculture.
- Built a dataset sampling pipeline using ROI filtering, detector embeddings, UMAP, HDBSCAN, and grouped splits.