Description: Portfolio of causal inference, machine learning, and other data science projects
Data Science Portfolio
DATA SCIENTIST | SAN FRANCISCO Hi. I'm Ryan. I am a lifelong learner with a passion for data and analytics. I enjoy collaborating with fellow data-driven, creative individuals seeking to solve complex problems using ethical practices. After achieving my childhood goal of designing buildings professionally, my curious nature has driven me to explore new career challenges that leverage my technical knowledge and analytical capabilities. When I began researching the data science profession, I was instantly int
A capstone project utilizing deep learning methods for automated detection of solar panel locations and their total surface area using aerial imagery. HyperionSolarNet consists of a two-branch model using an image classifier in tandem with a semantic segmentation model to provide an efficient and scalable method for detecting solar panels with reliable performance. This research project includes an application that provides users with an interactive mapping tool that visualizes the predicted solar panel mas