Scopova
A production pilot that detects early product momentum while keeping evidence quality, uncertainty, and collection cost visible.
Read the case study ↗Founder-led operations, product thinking, and AI-assisted execution—grounded in requirements, evidence, tests, and honest limits.
Three projects selected for the decisions, operating constraints, and verification behind them—not for the size of their feature lists.
A production pilot that detects early product momentum while keeping evidence quality, uncertainty, and collection cost visible.
Read the case study ↗A multi-market research system rebuilt from V1 to V2 through shadow execution, parity tests, feature flags, and controlled cutover.
Read the case study ↗An Arabic strategy product built to test authoritative state, contested transactions, idempotency, background simulation, and full-stack delivery.
Read the case study ↗I founded and operated Ajwal Logistics before concentrating on technical products. That experience made one lesson permanent: a system is only useful when its economics, operations, and failure modes also work.
Today I define problems, research domains, design product rules, direct AI coding agents, and verify the result through tests and real operating evidence. I do not present generated code as expertise; I present the decisions and evidence I can defend.
Start with the user, constraints, and decision—not the stack.
Turn domain judgment into states, thresholds, and acceptance criteria.
Use tests, controlled pilots, and honest limitations before making claims.
I’m open to technical product, AI solutions, automation, product operations, and venture-building roles in Saudi Arabia.