Sharing my journey in software engineering, machine learning research, and building innovative solutions that make a difference.
How building a renter tool taught me that the same data and document-processing infrastructure could solve a larger, more recurring problem on the owner side — property taxes.
How I built a statistical ML model to predict software developer salaries from 60k+ Stack Overflow survey responses, reaching 0.91 AUC with k-fold CV and targeted feature engineering.
My experience mentoring students at Curious Cardinals and how project-based learning transforms coding education — from NBA fantasy predictors to Spring Boot CRUD apps.
How I transformed deployment cycles at HapSTR using Docker, AWS ECS, and blue-green deployment — achieving 88% test coverage and zero-downtime releases.
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