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Ran Tuchman is a Machine Learning Engineer at Hello Heart since October 2023, specializing in transitioning machine learning models from research to production. Previously, as a Data Scientist at Polygon Technology from July 2022 to April 2023, Ran Tuchman built an MEV detector for Polygon's network and optimized marketing strategies using user behavior datasets. Ran Tuchman's earlier experience includes developing CNN classification models at SeeTree and optimizing image-processing algorithms at Intel Corporation, where significant improvements in accuracy and efficiency were achieved. Ran Tuchman began a foundation in electronics as a VLSI Student Engineer at Intel and holds a Bachelor of Science in Electrical and Electronics Engineering from Tel Aviv University, completed in 2019.