Avi Simkin Email & Phone Number

Tel Aviv, Israel

Web Intelligence: Experimented on data extraction from the web within the Web Intelligence domain, leveraging Retrieval-Augmented Generation (RAG), LLMs, and agent-based web navigation.Classical ML: Successfully deployed machine learning models in a big data production environment, utilizing diverse data points, including technical, textual, and HTML data. Used decision trees, multi-input NNs, Embeddings and creative ways to get labels.Entity Resolution: Built a novel big-data entity resolution solution with high impact, combining various ML models and techniques to enhance accuracy and performance.

Tel Aviv, Israel

Led a high-impact big-data solution in the entity resolution domain, expanding its scope from the US to a global scale and integrating new external data sources, dealing with dirty data and hundreds of millions of entries.