Tomer Goldfeder Email & Phone Number

Haifa District, Israel

New York, Ny, Us

- Led the development of a batch execution framework based on Augury’s microservice architecture, streamlining researchers' ability to test code at scale and integrate seamlessly with other system components, thereby accelerating results and reducing effort.- Led the integration of Metaflow as the new batch execution engine, significantly enhancing research scalability and improving the developer experience for the Data Science team.- Led the standardization of machine learning model training processes, establishing well-defined interfaces and data structures to ensure reproducibility and facilitate efficient testing of new hypotheses.- Implemented shadow deployment for machine learning services, enabling the Data Science team to validate code against production data, thus enhancing reliability and performance before full deployment.- Led the relabeling process for model training, ensuring accuracy and consistency to improve model performance, and successfully implemented an automated production system for continuous relabeling.- Led the development of regression tests pipelines for the feature extraction models, ensuring automated and reliable validation of model performance.

New York, Ny, Us

- Migrated Beam pipelines from GCP into microservices Azure environment, enhancing scalability and efficiency.- Refactored of the feature extraction model to ensure compatibility with diverse input sources.- Automated microservice creation on demand, integrating with external tools such as GitHub and Sentry to streamline development processes.- Integrated a content management tool based on Google Drive across the R&D department, facilitating better collaboration and knowledge sharing.

Los Altos, Us

Created CNN models using tensorflow and fine tune MobileNet for image classifications.

Santa Clara, California, Us

Face Authentication at Intel RealSense Group. Lead optimization of the multiprocessing flows for deep learning algorithms.

Santa Clara, California, Us

Build and Tools Engineer (student position) at Intel RealSense Group DevOps team. Automation developer - Automated processes development in Jira, Confluence, Jenkins and Chef, using Python, Ruby and Bash scripts.