Susan S.Private profile: Upwork shows its earnings only to signed-in members, so we check it every few weeks, not daily. MRR here is a rough estimate (Upwork's six-month earnings ÷ months active). Last read Nov 5, 2026.

I help founders turn delicate prototypes into production-ready platforms that will survive real users, investor scrutiny, and your first engineering hire. Most of my clients arrive at the same moment: their proof of concept validated the idea, a lot of lessons were learned, but it can't carry live business users. "The AI-generated code needs architecture, preferably without starting over from scratch." "The functionality can't be extended. Every new feature breaks something." "We need someone who can look at what we have, tell us honestly what's salvageable, and build the real version that can grow and evolve with the product vision." I've been building systems for 25+ years — database engineering, ETL pipelines, API design, cloud platforms, AI orchestration. Recent builds include a serverless API platform on Vercel (active client, formal SOW, milestone-based delivery), a 13-stage autonomous AI pipeline (solo build, 18,000 lines of code), and a multi-component operational intelligence platform that unified 5 data sources for a 25-person consulting firm. I work with AI-assisted development tools daily and I know exactly where they produce solid code and where they produce confident garbage. That perspective, along with more than two decades of hard-won engineering wisdom, is what my clients are paying for. Milestone-based fixed-bid engagements. Clear scope. Working software at every stage.