Scenario modelling & competitor benchmarking to optimize margins for mid-sized B2B firms.
Generic SaaS tools don’t fit your process. Your team builds workarounds that break.
I build custom internal tools—admin panels, calculators, lookup systems, and operational dashboards—using Python, Streamlit, or lightweight web frameworks. Built for your workflow, not a generic use case.
Hours of manual work eliminated weekly
Faster, Purpose-built tools for your exact needs
Full source code ownership from day one
