Blog
Insights from building software & AI products that actually ship.
AI in Education: What a Virtual School Must Get Right
Curriculum alignment, formative assessment, and ethics when building an AI-first school.
From Scans to Structure: OCR Key–Value Extraction for PDFs
Designing practical pipelines for forms, intake sheets, and legacy archives.
DevOps for Fast & Safe Releases
Branching, CI/CD, and observability to ship small and often — without breaking prod.
GIS Dashboards & Story Maps that Stakeholders Actually Use
Balancing data density with clarity across maps, layers, and KPIs.