A solo, six-month build: turning 20 years of staffing logs into structured venue intelligence, 40,000+ SEO pages, and smarter quote flows.
I swapped AI backends in my code gen tool—here’s how Gemini 2.5 Flash cut latency by 40% and what I learned about real-world model migrations.
I built bounce email testing into my CI pipeline to ensure cleaner leads and more reliable AI-driven outreach at Lockline AI.
I boosted lead relevance by feeding real-time weather and multi-provider signals into my AI scoring engine.
How I tracked down intermittent Celery task failures and missing history logs in Lockline AI after migrating to SQLite and Docker.
Full test coverage for betting types in Lockline AI slashed regressions and made AI model updates safe and predictable.