This research-grade device integrates an NVIDIA Orin Nano AI module with a modified consumer pet feeder to create an intelligent wildlife observation platform. The system employs real-time computer vision to identify individual squirrels through facial and fur pattern recognition, logging feeding behaviors while selectively dispensing nuts based on pre-programmed ecological parameters. The embedded neural networks classify species, monitor health indicators, and track visitation patterns, transmitting anonymized data to research databases for population studies.