Tel Aviv District, Israel
Life is like GitHub repository, nothing going to change if you don’t commit.
- Develop and implement ML models for ASIC optimization based on tests results to increase yield by leveraging CatBoost, XGboost and Gradient Boost-based algorithms . - Build automated data pipelines and analysis tools in Python to process ASIC data and extract actionable insights for design leads. - Design and implement automation frameworks and large-scale Python software for advanced data analysis, enabling efficient processing of terabytes of validation data and generating intelligent insights for design leads.
-Developed and deployed deep learning neural networks using TensorFlow and PyTorch to evaluate production impact on lifespan, contributing to big data research and informed decision-making. - Spearheaded Azure Databricks implementation for cross-organizational data transformation, optimizing processes and enhancing efficiency. - Led initiatives to define and investigate business and research questions, leveraging statistical analysis to extract actionable insights.
CEO and CTO of 3D4IL, a nonprofit organisation that develops and 3D print on demand products for combat units due to Iron Swords war