- Skilled Computer Vision Algorithm Developer with Deep Learning, Machine Learning, and Image Processing expertise.
- Led two unrelated master's research projects: one on Diffusion Models in Computer Vision and Deep Learning and the other on biomedical signals for stress detection using Machine Learning.
- Co-author of a LinkedIn deep learning newsletter (1006 followers) simplifying transformer concepts.
Hi, I’m
Hay Hoffman
Computer Vision Algorithm Developer
Tel Aviv District
Summary
Overview
6
years of professional experience
6
years of post-secondary education
Work History
Ariel University
Teaching Assistant
10.2021 - 10.2023
Job overview
- Introduction to data science using Python
- Classic image processing algorithms for computer vision applications
- skills -Python, Numpy, openCV, pandas, skleran.
Ariel University
Research Fellow
05.2021 - 05.2023
Job overview
- Led Medical Research, developing real-time stress prediction algorithm for autistic adults using bio-medical sensor data.
- Managed project end-to-end, from research to algorithm optimization. Also handled data pipeline setup and preprocessing.
- Skilled in Python, sklearn, Pandas, NumPy, and algorithm development.
- papers I contributed to: Development and Validation of a System for Predicting Challenging Behaviors in Individuals with Autism Spectrum Disorder Using a Smart Wearable Shirt: A Mixed-Methods Approach" in Frontiers in Behavioral Neuroscience, Pathological Conditions section.
Qualcomm
Firmware Engineer in TX Team
02.2020 - 01.2021
Job overview
- Developed memory management algorithms in C for the Infrastructure Team.
- Wrote low-level C code for the TX Team.
SATEC
QA Engineer
09.2017 - 01.2019
Job overview
- Developed the test methodologies for Quality Assurance team.
- Supported Automation Team as a knowledge expert.
Education
Ariel UniversityAriel, Israel
Master of Science from Computer Science, GPA 88
03.2021
University Overview
- Thesis focused on using diffusion techniques in deep learning and computer vision for image matting in videos, supervised by Dr. Gil Ben-Artzi.
- Developed a deepfake pipeline to swap subjects between videos, replicating target movements.
- Skills: PyTorch, NumPy, OpenCV, algorithm design and implementation.
- Papers I contributed to:CTrGAN: Cycle Transformers GAN for Gait Transfer in WACV 2023.
Ariel UniversityAriel, Israel
Bachelor of Science from Electrical Engineering, GPA 84
03.2013
University Overview
- Digital signal processing and control system
Skills
Team player with excellent interpersonal skills
Timeline
Teaching Assistant
Ariel University
10.2021 - 10.2023
Research Fellow
Ariel University
05.2021 - 05.2023
Ariel University
Master of Science from Computer Science, GPA 88
03.2021
Firmware Engineer in TX Team
Qualcomm
02.2020 - 01.2021
QA Engineer
SATEC
09.2017 - 01.2019
Ariel University
Bachelor of Science from Electrical Engineering, GPA 84
03.2013
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