The Framework for Great ML Products


OKRs, Precision, KPIs, and F1 score -- are more related than you'd think. As an ML Engineer and business leader, Liran talks about the frustration that data scientists and business stakeholders experience in turning ML projects into great, revenue-driving ML products.


Liran Hason is the Co-Founder and CEO of Aporia, the ML observability platform. Aporia is trusted by Fortune 500 companies and data science teams in every industry to ensure responsible AI and monitor, improve, and scale ML models in production. Prior to founding Aporia, Liran was an ML Architect at Adallom (acquired by Microsoft), and later an investor at Vertex Ventures. Liran created Aporia after seeing first-hand the effects of AI without guardrails. In 2022, Forbes named Aporia as the “Next Billion-Dollar Company”.

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