Mariam T.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.

Your AI product works in the demo. Great. Now let's see if it actually works. I help teams test, validate, train, and ship software and AI products, especially when things are moving fast and getting messy. What I do: ✔ AI testing, evaluation & human feedback ✔ AI training & data-quality tasks ✔ Testing AI outputs, edge cases & workflows ✔ Software QA and release validation ✔ Requirements, user stories & acceptance criteria ✔ Delivery coordination across product, engineering & QA ✔ Backlog cleanup and project rescue ✔ Workflow automation with tools like n8n I’m comfortable working between business, product, engineering and AI teams - translating requirements, spotting gaps, challenging assumptions and making sure the thing actually works before it reaches users. My background spans fintech, payments, SaaS, crypto, government platforms and AI projects, with 10+ years across project management, business analysis, delivery and QA. PMI-ACP + ISTQB certified. I've completed 60 successful Upwork projects and returned to freelancing after several years leading larger technology initiatives. If you need someone to test it, validate it, organize it, or get it over the finish line - I'm your Project Paramedic.