Building enterprise data pipelines at Celestica and exploring AI automation. From Azure data warehouses to intelligent workflows. Currently diving deep into machine learning and cloud AI solutions.

I care about creating systems that actually work, reliable data pipelines, clean APIs, and tools that teams can trust. Whether it's ETL workflows or full-stack applications, the details matter.

Leading development at CanAI Institute while pursuing Azure certifications (DP-700, AI-500). Experimenting with LLMs, automation tools, and building side projects that solve real problems for real people..