Hi! I'm Jacob Green, a Machine Learning enthusiast with a passion for delivering the best data-centric solutions to end users around the world.

Experience

2021 — 2022Butler LabsProduct Engineer

2021 — 2022

San Francisco Bay Area

2019 — 2021PerimeterLead Software Engineer

2019 — 2021

San Francisco Bay Area

Designed, implemented and brought two full stack products to market, resulting in two annual paying customers with three more in the pipeline

Manage two engineers, one designer and many advisors across the Product Design and Software Development teams, and developed and lead agile practices (scrums, sprints)

Designed and currently maintain PostgreSQL database and React front end with Mapbox integration

Conduct interviews with end users to analyze UI effectiveness, understand customer pain points, and iterate on product design

2017 — 2017FaceFirst Face Recognition SoftwareSoftware Engineer Internship

2017 — 2017

Westlake Village

Worked on a custom facial detection neural network using theano for real time face detection

Integrated a facial recognition neural network into the existing architecture of the FaceFirst system

Created a face pose estimation algorithm based on facial landmark data

Created a face quality algorithm based on a logistic regression of many empirical heuristics.

2016 — 2016FaceFirst Face Recognition SoftwareSoftware Engineer Internship

2016 — 2016

Westlake Village

Created a program to test the speed and effectiveness of different hashcode algorithms on images.

Created an image pyramid program which deconstructed an image into many different slices which could be analyzed individually.

Created a facial detection neural network using convnet.js, with over a 75% success rate.

Created an interactive neural network simulator to use to explain the basic concepts of neural networks to customers.

Education

University of California, Berkeley

Bachelor's degree

Newbury Park High School