Welcome to My Website!
I am a consultant specializing in data science and artificial intelligence. With a decade of experience, I have been actively engaged in the high-tech/startup industry, predominantly contributing to algorithmic projects within the medical field. My expertise includes effective collaboration with medical teams from various disciplines.
News
- I’ve started collaborating with Sheba Hospital’s Gastroenterology Department to develop a product focused on disease modeling using MRI images.
- Due to the crisis in Israel, my team, specializing in medical imaging algorithms, has volunteered in the police in a research role. Our objective is to analyze dental images, both before and after death, to aid in the identification of deceased individuals. I posted my recent blog about that forensic work, and you are more than welcome to read about it at this link.
Here, you will find a comprehensive overview of some of my notable projects and collaborations with prominent healthcare organizations. I have listed key clients and provided a brief description of the consulting work I have undertaken for each of them.
Ongoing Client Spotlights
| Company | Project Link | Methods | Consulting Type | |
|---|---|---|---|---|
 | Clalit Health Services | Demand forecasting model for pharmaceutical data | Time Series, Clustering | Research, Guidance, Pilot (POC) |
 | Maccabi Health Services | Preterm birth prediction based on Ultrasound (US) image | Vision, CNN, U-net | Research, Guidance |
 | Edwards Lifesciences | Time Series, Clustering | Guidance | |
 | National Health Service | Medical Image Processing, Deep Learning | Research |
Professional Experience
| Company | Title | Skills | |
|---|---|---|---|
 | Samsung Healthcare | Computer Vision Algorithm Developer | Cardiac MRI · Medical Ultrasound · Registration · Computer Vision · Medical Imaging |
 | Augmedics | Virtual Reality Developer | Orthopedic Surgery · Image Segmentation · PET-CT · Virtual Reality (VR) · Medical Imaging |
 | Pathway Genomics Corporation | Lead Machine Learning Researcher | Genetics and NN Genetics of COVID-19 AI-based drug discovery companies Genetics of Viruses Molecular Biology Modeling Performance |
Education
| Credentials | Department | Universities | Notable Papers | |
|---|---|---|---|---|
 | Ph.D. Candidate | Computer Science | Weizmann Institute | Dentistry |
 | M.Sc. | Computer Science and Engineering | The Hebrew University | Neuro Trajectories Plan |
 | B.Sc. | Bio-Medical Engineering | Ben-Gurion University |