Dev
AI-Native Development
Building production software with AI code-generation tools. Multi-agent Claude Code workflows. Shipping at speeds previously impossible solo — full stack, in any language, end-to-end.
Languages
Rust, Python, JavaScript, Ruby, Java, Go, PHP, C#. Depth in async Rust — connection pooling, transparent proxies, P2P networking via QUIC. Production breadth across the rest.
Database & Backend
PostgreSQL deep-dive — JSONB document stores, aggregation pipelines, materialized views, advisor-grade tuning. History with Redis, Elasticsearch, MongoDB, Oracle, DB2, Informix, Sybase.
QA & Test Automation
20+ years of enterprise QA — Oracle/PeopleSoft, JotForm, McKinsey (via Lion Interactive). Selenium and Jest automation, Pandas-based data validation, 500+ root-caused bug reports with annotated repros.
DevOps & SysAdmin
CI/CD releasing to 12+ registries from a single git tag — PyPI, npm, RubyGems, Maven, NuGet, Homebrew, Docker, etc. Multi-platform certification across AIX, Solaris, Tru64, HP-UX. Serverless tuning + SSO.