Hi, I'm John!

Passionate about optimizing performance and operational efficiency through data analysis, backed by 12 years of hands-on business experience. I implemented just-in-time (JIT) inventory management systems across more than 50 locations, utilizing historical data analysis to continuously optimize inventory turnover. Conducted weekly KPI analysis for several hundred clients, including growth, ROI, margins, inventory turnover, and delivery rates, to drive purchasing, sales, and client prioritization decisions.

Today, I am scaling and automating this field expertise by connecting AI tools directly to operational data. Designing and deploying complete pipelines Example: PostgreSQL → MCP server → AI interface → live dashboard. The result: natural language analysis, automated processes, faster decisions, and insights that update in real-time, no matter where you are or what device you are using.

I have also learned the infrastructure behind the data, from front-end to back-end. I manage my own local home server which hosts this portfolio, Docker, the MCP servers, and the PostgreSQL database that powers the live dashboard in my projects section.

I'm looking for a team that values operational experience just as much as modern development skills, where I can contribute from day one and grow within the company.