AI and team performance
I wrote about how culture, trust, ownership, communication, and architecture determine whether AI can effectively amplify an organization.
About
I’m a senior software developer, data engineer, and software architect with 20+ years of hands-on experience across Java, Python, and data engineering. I design and scale robust applications, data pipelines, lakehouse architectures, cloud solutions, MLOps platforms, and AI integrations across AWS and GCP. I value clarity, transparency, and precision, and I work with teams to improve technical quality through clean architecture, automation, and data-driven design.
Currently
AI Engineer & Senior Data Engineer & Backend Architect
Available for
Selected work
AI-assisted MVP development
I explored how fast AI-assisted MVP development can create technical debt when architecture, structure, and maintainability are neglected.
SQL window functions
I explained SQL OVER and PARTITION BY clauses with examples covering running totals, ranking, and averages.
Smarter software development
I wrote about how reusable components, testing, observability, automation, and documentation help developers work more effectively.
Work Background