Projects

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:

Projects:

• Hummingbird Fuel is a mobile application powered by machine learning that offers personalized microdosing schedules for medication. The app aims to enhance medication effectiveness while minimizing side effects. Initially, it will focus on utilizing caffeine for energy enhancement with plans to move to ADHD drugs as the platform matures.
  Website: https://www.hummingbirdfuel.com/

• DrunkWatch is a system designed to determine intoxication levels and advise against driving under the influence. It employs advanced machine learning algorithms to analyze walking patterns, handwriting, and biosensors to assess driving safety.
  Article: https://zoewave.medium.com/life-saving-watchos-ml-app-c9fde03e79cf

• Facial Aware Personalized Advertising (FAPA) is an innovative approach that tailors in-mall ads in real-time by analyzing shoppers' facial features, emotions, and clothing styles without identifying them. Using AI/ML technologies like convolutional neural networks, FAPA ensures user privacy by anonymizing data before analysis. For instance, a gym-goer might see a fitness ad, while a stressed professional could be shown a relaxation ad. This method aims to enhance advertising relevance and engagement while safeguarding privacy.
  Article: https://zoewave.medium.com/autonomous-home-security-micro-drone-df989ea02075

• Self-Driving LEGO® Car is a that project explores the exciting concept of creating a self-driving LEGO® car with your smartphone acting as the brains of the operation. Design Docs: https://zoewave.medium.com/self-driving-lego-car-concept-c3a50e72cccc

• AI/ML Security Micro-Drone Firefly is an Autonomous Home Security Micro-Drone Micro-drone capable of autonomously surveying a home while the residents are away. This drone will capture images, upload them to YouTube, and notify the homeowner of any significant changes detected within the environment.
  Article : https://zoewave.medium.com/autonomous-home-security-micro-drone-df989ea02075

• AshBike is a eco-friendly e-bike service leverages your fitness data (via Apple Health and Google Fit integration). Its ML capabilities help plan routes based on your calendar schedule and reward you with NFTs for choosing sustainable transportation. (Android & iOS).
  Website: https:www.ashbike.com

• AI Appliance Nutritionist is an AI/ML powered appliance nutritionist, a system that integrates with smart refrigerators and ovens to guide users towards healthier eating habits. We discuss the potential functionalities of this system, including personalized meal planning, real-time recipe suggestions and  automated cooking based on dietary needs, available ingredients and current health data.
  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).