Shaya Goodman
Senior Deep Learning Researcher
Lehavot Hebashan
Summary
Experienced DL researcher specializing in medical applications with a Master's in Computer Science and over 6 years of industry experience. Passionate about leveraging expertise to develop impactful healthcare solutions that drive positive change.
Overview
7
7
years of professional experience
6
6
years of post-secondary education
2
2
Languages
Work History
Algorithms Team Leader
Ibex Medical Analytics
04.2024 - Current
- Led a small team of algorithm developers across maintenance and new product development
- Stayed 70% hands-on while managing team tasks and delivery
Senior Algorithms Engineer
Ibex Medical Analytics
04.2022 - 04.2024
- Specialized in medical imaging.
- Developed a deep learning model for accurate detection of cancer in biopsy samples.
- Enhanced model inference speed by 60% through multiprocessing and integration of TensorRT.
Deep Learning Researcher
Magentiq Eye
02.2020 - 10.2021
- Specialized in object detection and medical imaging.
- Developed a single-stage object detection system for cancer identification during colonoscopy procedures.
- Designed an architecture combining LSTM and ResNet to utilize historical data for enhanced frame analysis in video sequences.
Machine Learning Engineer
GE HealthCare
08.2018 - 05.2019
- Intern at the NLP team of GE Healthcare.
- Developed an LSTM (Long Short-Term Memory) neural network to process and analyze free-speech medical report text.
Education
MSc - Computer Science
Tel-Aviv University
10.2020 - 03.2023
BSc - Computer Science
Technion
03.2017 - 10.2020
Skills
- Python
- PyTorch
- TensorFlow
- CUDA
- LLM
- Computer vision
Military service:
Led a platoon of 40+ soldiers as a captain in the Givati BrigadeAsk ChatGPT
Timeline
Algorithms Team Leader
Ibex Medical Analytics
04.2024 - Current
Senior Algorithms Engineer
Ibex Medical Analytics
04.2022 - 04.2024
MSc - Computer Science
Tel-Aviv University
10.2020 - 03.2023
Deep Learning Researcher
Magentiq Eye
02.2020 - 10.2021
Machine Learning Engineer
GE HealthCare
08.2018 - 05.2019
BSc - Computer Science
Technion
03.2017 - 10.2020
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