Summary
Joe Hua is a software development engineer and applied mathematician based in Seattle with five years of experience building ML and computer vision systems, currently contributing to Amazon Alexa Security and Monitoring. He blends strong theoretical foundations—MS in Mathematics—with hands-on work in CNNs, GANs, synthetic data generation, and time-series anomaly detection using LSTMs and Transformers. Joe has moved research prototypes into production, from nuclei segmentation and ImageQC for microscopy to astronomy image detection and graph-autoencoder experiments at national labs. Notably, he has practical expertise creating synthetic staining data to meet market benchmarks, showing an uncommon combination of scientific rigor and production-focused engineering.
5 years of coding experience
1 year of employment as a software developer
Master's degree, Mathematics, GPA 3.9, Master's degree, Mathematics, GPA 3.9 at Portland State University