I previously interned at Akuna Capital, Amazon, and MerchLogix.

• Frigate - Open-source NVR software with AI object detection, deployed as a home surveillance system. I developed a finely-tuned notification system on top of Frigate, as well as a secondary API to implement additional controls via the web. While I did not make Frigate itself, I use it as the successor to my Guardian project (which I developed from scratch) due to its superior machine learning features that provide more accurate event detection (Guardian relied solely on motion detection and had too many false positives).