Research, implement, and deploy high-throughput near real-time NLP/ML services using ASR, LLMs, and classic NLP/ML for live sports media processing; led real-time NLP pipeline analysis of press conferences, interviews, sports shows, and news programs; rebuilt a scalable segmentation framework; developed enrichment modules (NER, topic labels, title generation); delivered multilingual coverage ahead of schedule.

ML Researcher at UrecSys

December 1, 2022 - March 1, 2024

Developed ML and DL algorithms for time-series forecasting; designed data preprocessing and analysis pipelines; implemented and evaluated state-of-the-art DL models from research papers; led individual projects and improved ML team workflows.

Associate Software Engineer at PTC

January 1, 2020 - March 1, 2021

Backend C/C++ developer in geometry surfaces representation team; developed new features and resolved production issues in large-scale systems.

Teaching Assistant at The Hebrew University of Jerusalem

March 1, 2021 - September 1, 2022

Teaching assistant for C and C++ programming courses; supported students and assisted course delivery.

Major (Reserves) Combat Telecommunications Officer at Israel Defense Forces

August 1, 2010 - January 1, 2015

Graduated as Distinguished Cadet; led platoons of 10–20 soldiers; rapidly adopted new technologies under operational constraints; executed time-critical missions under pressure.