Python/R/MySQL/MongoDB/Linux • Collaborated with team members to develop real-time war room dashboard for monitoring production. • Collaborated with colleagues on an energy system simulation software program and analysis of its cost and benefits. The result is to assist supervisors in doing business negotiations. • Forecasted short-term energy consumption trends using time series methods. • Develop device anomaly analysis to assist supervisors for process improvement. • Develop AI-AOI defect detection software using Attention U-net.

R/Python/SQLite/Linux • Remake a Bayesian algorithm to estimate the incidence of cancer, and decrease 60% calculating time. • Programmed some genomic website crawlers (Ensembl Genomes, Haploreg, RegulomeDB, etc.) • Built 12 step quality check processing and imputation for whole genome data.