Companies I've worked with
I started as an engineer. Now I lead product and tech teams.
I spent years writing code and working with data before moving into product. That technical background shapes how I think about everything: roadmaps, go-to-market, team structure. I still review PRs, dig into analytics, and read every day to stay on top of product, tech, and AI. I think the best product calls come from people who never stop learning.
Selected works
View All WorksREVIV Global
2025 — Present
CPTO at Reviv Italy, with product and tech ownership across 10+ clinics and sub-brands in Europe under PRCNX Holding. Built ML models that improved patient outcomes by 15% and got therapy adherence up 33%. New CRM lifted lead-to-client conversion 25% and cut release cycles in half.
Kioosk
2022 — 2024
Hit €1M revenue in the first 3 months, grew to 100K+ users. Set up Power BI dashboards that became how the whole team tracked everything.
Snapp!
2020 — 2022
PM at the biggest super app in the Middle East, with 40M+ monthly active users. Launched a gamification system (Snapp! Club) that grew purchases 30% and cut marketing costs by 35%.
Latest writing
View All Articles
Latest article
Why Most Sprint Reviews Are a Ceremony Without a Consequence
9 min read
Sprint reviews are supposed to close the feedback loop between what the team built and what the product needs. Most close nothing. The pattern and the fix.
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When Your AI Agent Gets It Wrong
9 min read
Everyone is deploying AI agents. Almost nobody has decided who owns the call when one gets it wrong. The accountability gap and how to close it.
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Why Most Product Roadmaps Are Theater
11 min read
Most roadmaps aren't operating documents. They're performance artifacts that satisfy stakeholders and freeze the team's thinking. The cost and the fix.
Read articleResearch & publications I’ve contributed to
View All InsightsStrategic Crowdsourcing: Frameworks, Challenges, and Impact in the Digital Economy
2026
Book chapter in 'Crowdsourcing — Innovations in Digital Collaboration' (IntechOpen). Co-authored research on crowdsourcing typologies, AI-driven innovation, and platform governance.
Blockchain in Environmental Conservation
2024
Book chapter in 'Applications of Blockchain and Computational Intelligence in Environmental Sustainability' (Routledge). Co-authored research on supply chain transparency and P2P energy trading.
The Role of Fintech in Shaping Risk-Taking Behaviors in EU Banks
2024
Award-winning Master's thesis (97/100). Empirical investigation of 34 major EU banks analyzing how FinTech innovations impact bank stability.
Heart Disease Diagnosis using Machine Learning
2018
BSc final project at Sharif University of Technology. Applied ML and Data Mining methods to predict human heart attacks using health data.
Open Source
Building in the open
I don’t just talk about AI, I build with it. These tools are born from real problems, open-sourced so others can use them too.
AI Skills, German Law
Provider-agnostic AI skill library for German legal practice and EU compliance. 48 areas, 103 skills spanning German civil, public, criminal, and Fachanwalt law plus 7 EU frameworks (KI-VO, NIS2, HinSchG, LkSG, DORA, DSA, CSRD). Researcher → drafter → reviewer per skill, sourced statute citations, CI-tested eval harness with 1,758 assertions across Claude, Gemini, and GPT.
“Amin is one of those people who can sit with engineers and actually talk architecture, then turn around and present to the board the same day. That range is hard to find.”