Yaron Anavi
Verified Expert in Engineering
Machine Learning Developer
With 15 years of experience as an applied computer vision researcher, 10 of which were focused on medical imaging, Yaron has honed his expertise in developing deep and machine learning models. His work includes publishing five impactful papers and securing two patents in the medical domain. His approach blends the in-depth knowledge gained from research groups at Siemens, Roche, and IBM with innovative adjustments tailored to address real-world challenges effectively.
Portfolio
Experience
Availability
Preferred Environment
PyCharm, MacOS, PyTorch, SQLite, Medical Imaging, Computer Vision, Data Science
The most amazing...
...algorithm I've developed is capable of segmenting and detecting the Helicobacter pylori virus in H&E images despite high noise pixel labels.
Work Experience
Senior Research Engineer
Roche
- Created a data augmentation method that tackles staining variability in histological images.
- Interviewed multiple candidates for different positions at Roche.
- Submitted a patent which was accepted while I was still working at the company.
Senior Medical Imaging Researcher
Nucleai
- Created models for segmenting tissues in histological images.
- Submitted a paper in the domain of digital pathology, which was accepted to a medical conference.
- Interviewed multiple job candidates while working in Nucleai.
Medical Imaging Researcher
IBM Research
- Developed an algorithm for cancer detection in X-ray images.
- Planned the DREAM Challenges contest organized by IBM and reviewed multiple papers for the project's needs.
- Achieved the best score in IBM's internal DREAM Challenges contest for breast cancer detection.
Experience
NFT Algorithmic Trading System
Education
Research Visit in Deep Learning
University of Berkeley, International Computer Science Institute - Berkley, USA
Master's Degree in Applied Mathematics
University of Tel Aviv - Tel Aviv, Israel
Bachelor's Degree in Mathematics and Operations Research
Technion – Israel Institute of Technology - Haifa, Israel
Skills
Libraries/APIs
PyTorch
Tools
PyCharm, MATLAB
Languages
Python, C
Platforms
MacOS
Storage
SQLite
Paradigms
Data Science
Other
Medical Imaging, Computer Vision, Deep Learning, Machine Learning, Deep Neural Networks, Pharmaceuticals
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