Product build 01
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Keychains
From a five-year-old idea to a product worth selling.

Custom car keychains in stainless steel with CNC walnut wall holders. The idea sat in my head for years. This is the attempt to actually build it.

Prototype phase 5%
ML project 02
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Goal Light
Teaching a computer to watch hockey.

An attempt to build real-time goal lights by detecting goals directly from live NHL broadcasts. What started as a simple idea quickly turned into a much larger project.

Broadcast detection experiments 10%