Intro

With a strong background in health ML on mobile / wearable platforms, and expertise in design, prototyping, building, and deploying with lightning-fast iterations. 

Here are some of my innovative projects:

- Hummingbird Fuel: A mobile app using ML to offer personalized microdosing schedules for medications, starting with caffeine for energy enhancement, with plans to move to ADHD drugs as the platform matures.

  [Website](https://www.hummingbirdfuel.com)

- DrunkWatch: A system that uses ML to assess intoxication levels and prevent impaired driving by analyzing walking patterns, handwriting, and biosensors.

  [Article](https://zoewave.medium.com/life-saving-watchos-ml-app-c9fde03e79cf)

- AshBike: An eco-friendly e-bike service that integrates fitness data to plan routes and rewards sustainable transportation choices with NFTs.

  [Website](https://www.ashbike.com)

- AI Appliance Nutritionist: An AI/ML system for smart appliances to provide personalized meal planning and cooking automation based on dietary needs and available ingredients.

  [Article](https://zoewave.medium.com/ai-ml-appliance-nutritionist-8d9f8a1c84d5)

For more details on my work, please visit [gnseven.com](https://www.gnseven.com/projects/ml-on-mobile).