Avior Hay Email & Phone Number

Israel

Tel Aviv District, Israel

Tel Aviv, Israel

• Designed and implemented infrastructure and tools to enable AI research and deployment.
• Optimized the serving capabilities of Machine Learning models using asyncio, multiprocessing and more.
• Developed and orchestrated complicated pipelines, involving various CI/CD and Machine Learning services working asynchronously.
• Worked closely with researchers to provide support with Machine Learning models and pipelines in production environment.

• Implemented end-to-end quality benchmark pipeline for variety of Machine Learning models.
• Implemented and maintained CI/CD pipelines and tools to support deployment life cycle.
• Developed and maintained internal python package that allows handling large datasets using Alibaba Cloud Object Storage Service (OSS) API, utilized by researchers and data engineers.
• Implemented and maintained an in-house orchestrator, responsible for dataset creation and annotation.
• Implemented end to end, regression, and unit tests in various projects.

• The role included working in a Unix Embedded environment, on an Android based consumer grade product - AR glasses.
• Designed and implemented functional, integration and regression tests in Python, Bash and Batch of both Computer Vision and accelerometer/gyroscope readings and log-level tracking and analysis.

Ramat Gan Area, Israel

• Performed large set of manual tests, provided data for further improvement of the SLAM algorithm, using measures such as Latency, Jitter, Tracking, Accuracy.
• Worked closely with Android Kernel experts to improve performance. Required knowledge with Kernel configuration, CPU affinity and isolation, processes and threads log reading capabilities, processes scheduling policies.
• Implemented MATLAB scripts to help display the algorithm logs in graphs for better log analysis.
• Performed log-level analysis for the algorithm performance, software crashes, kernel log and system log.
• Monitored sensors data such as gyroscope and accelerometer, CPU temperature and utilization over time.

DATA extraction from large databases, deep knowledge of WEBINT abilities and comprehensive use in Data-Mining techniques in the Intelligence and Internet worlds.As Team Leader, leading changes and improvements of inside and outside workflows.Enhancing the training process, making it short and efficient.

Analyzing complicated and dynamic intelligent situations, working under pressure, implementation of the cellular world and its benefits for other intelligence fields.

Israel Defense Forces

Operating techno-intelligence systems, monitoring hardware problems, working independently and simultaneously on many systems over time and under pressure.

Bachelor Of Science - Bs, Computer Science

Electronics Engineering

- Code writing knowledge: C, C++, Assembly. - Graduated with honors in Electronics. - Graduated Physics. - Expanded Bio-medicine.