Let's talk.

Manufacturing software on Django and MySQL, SAP report automation in Python, Excel data pipelines, and AI agents on LLM APIs. Typical builds: role-gated factory portals for production and quality reporting, report suites that replace manual SAP-to-Excel work, and agents that read production logs and flag anomalies. If it removes manual work from a factory, it is in scope.

Yes. The automation drives the same transactions your team already runs — it runs the report, pulls the raw data, reconciles it, and delivers the finished Excel in the exact layout managers expect. Nothing inside the SAP system is modified. One suite took daily reporting from about 2 hours of manual navigation and cleanup to under 4 minutes, with zero copy-paste errors.

It reads live production and downtime data, compares it against the plan, flags anomalies, and writes a short plain-language summary of the top issues with likely root causes — delivered before the shift meeting instead of a shift too late. I build agents grounded strictly in real plant data: no invented numbers.

Sometimes — availability depends on current project load, and the contact form is the fastest way to find out. Tell me your timeline and the manual process you want gone.

Yes. Half my experience is inheriting systems and making them boring and reliable — security hardening, audit trails, documentation, then careful extension without stopping what already works.