Latest Work
Power Meter
Power meter took a video, and later a live stream from a webcam, of a lifters workout and measured the amount of work being done. I used react.js, tensorflow.js, and a custom webpack plugin to first build a testing platform for model accuracy and later build an app that streamed the webcam and statistics about the workout.
Steward AI
Greenhouse monitoring hardware and software that used images collected from a raspberry pi to analyze plant growth. Farmers were given a dashboard to monitor plant growth over time.
3 Farmers signed up for a private beta that ran from 2018 to 2019.
Last Stop
Firebase + Angular application for connecting delivery drivers to customers in an easy and simple workflow. Drivers get an app with a couple buttons to update the customer on their location, automatically sending an ETA. Customers get emails with updates and a link to a real time view of where the driver is. Managers get a dashboard with all ongoing routes and alerts for routes that are behind schedule.
Plate IQ - Kitchen
Plate IQ processes invoices for restaurants using a combination of machine learning and data entry people. The backend has a data pipeline that combines machine learning and manual data entry. I was the lead developer for the front end that allowed the data entry team to process the invoices. It included:
- image label selection
- workflow management
- industry specific business logic
- collecting data from micro-services, pipeline API, and document APIs to validate user input
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