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Insights
Short, opinionated writing on product, AI and engineering, alongside peer-reviewed publications and academic work.
Most teams treat multi-jurisdiction compliance as a legal layer bolted on at the end. The ones that get it right build it into the architecture from day one.
Most dashboards are autopsies dressed up as strategy. By the time the number moves, the decision that caused it is weeks old. What to measure instead.
Investors see dashboards. Patients see waiting rooms. What I've seen building AI across 15+ clinics in three countries, and why the gap keeps widening.
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.
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.
Most roadmaps aren't operating documents. They're performance artifacts that satisfy stakeholders and freeze the team's thinking. The cost and the fix.
Leaders say we need alignment when they mean three different things, and only one of them is honest. The cost of the other two and what to do instead.
Top talent doesn't quit over pay. They quit when their ideas stop reaching the room. What the data shows, what most leaders miss and what to actually do.
A quick note on why this section exists and what to expect: short, opinionated posts on product, AI and engineering.
GISMA University — Master’s Thesis
Award-winning Master’s thesis (97/100). Empirical investigation of 34 major EU banks analyzing how FinTech innovations impact bank stability through AI-powered risk management and blockchain.
Sharif University of Technology — BSc Project
Applied ML and Data Mining methods to predict human heart attacks using health data. Under supervision of Prof. A. M. A. Hemmatyar.
IntechOpen
Book chapter in "Crowdsourcing — Innovations in Digital Collaboration" (IntechOpen). Co-authored research on crowdsourcing typologies, AI-driven innovation and platform governance.
Routledge (Taylor & Francis)
Book chapter in "Applications of Blockchain and Computational Intelligence in Environmental Sustainability". Co-authored research on supply chain transparency, recycling incentives and P2P energy trading.
Open to research collaborations, speaking invitations, and co-authoring opportunities in AI, product, and FinTech.