Experience

Leo AI
• United Kingdom
• Software Development
• 1 - 100 Employee
• Deep Learning Researcher

  • May 2023 - Present


Microsoft

• United States
• Software Development
• 200 - 300 Employee

• NLP Researcher

  • Oct 2021 - Apr 2023

  * Developed, trained, and deployed machine learning models for extracting captions from search items. The new model improved Office 365 search by reducing the number of unsuccessful clicks by 5%. * Developed and trained advanced deep learning models (BERT based) for extractive document summarization, utilizing technologies, such as FPGA, to overcome latency issues at inference. * Utilized GPT-3.5 to create datasets using advanced methods such as batch prompting and multi-task prompting to reduce the number of API calls and implemented a chain-of-thoughts approach to improve model results. Show less



Israel Defense Forces

• Israel
• Armed Forces
• 700 & Above Employee

• Computer Vision Research Engineer

  • Apr 2020 - Sep 2021

  * Developed and implemented a CNN-based deep learning object detector, achieving high accuracy through training and evaluation on multiple datasets utilizing advanced temporal and spatial features.* Conducted research on image processing techniques to improve data robustness and accuracy, implemented multiprocessing pipelines to optimize performance and allowed for real-time operation.* Implemented a complete CI and CD automation process, including automated testing, to maintain system quality during the entire development cycle. Show less

• Full Stack Engineer

  • May 2019 - Apr 2020

  * Developed and deployed a command and control web application for managing and coordinating multiple autonomous agents, utilizing distributed systems and gRPC to integrate new agents easily.* Proficient in utilizing technologies such as React, Node.js, C++ for end-to-end development.

• Product Manager

  • Oct 2015 - May 2019

  * Managed the development of end products for the infantry corps. These products included Android apps and propriety hardware.* Characterized and defined the requirements for features at various stages of product development, emphasizing MVP and TTM.