Aviram Cohen
About Aviram Cohen
Aviram Cohen VP R&D
Aviram Cohen serves as Vice President of Research and Development. He plays a critical role in guiding strategic initiatives, overseeing project deliverables, and managing development teams. His leadership is instrumental in driving innovative solutions and ensuring that the team's outputs align with organizational goals.
Aviram Cohen on Monitoring ML Models
Aviram Cohen anticipates that the monitoring of machine learning models will soon become an industry standard akin to the monitoring of application production workloads. This perspective underscores the increasing complexity and critical nature of ML-driven applications in today's technology landscape. Cohen's foresight into this trend highlights the evolving needs of maintaining these advanced systems.
Aviram Cohen on ML Model Sensitivity
Aviram Cohen believes that machine learning models are highly sensitive to application production data. This sensitivity necessitates a dedicated monitoring system to ensure data accuracy, model performance, and reliability. Cohen's insight into the unique challenges posed by ML models emphasizes the importance of specialized monitoring to mitigate risks associated with their deployment.