CV
You can download my full CV here.
Education
- Postdoctoral researcher, Laboratory of Translational Imaging in Oncology (LITO), France
- Feb. 2021- Aug. 2023
- Subject: Building stratification models for early stage Hodgkin lymphoma patients through the development of radiomic biomarkers and their combination with clinical features.
- Supervisors: Irene Buvat
- Ph.D in AI for medical image analysis, University of Bourgogne, ImViA, and CGFL Dijon, France
- Oct. 2017 - Nov. 2020
- Subject: Artificial intelligence for image-guided prostate brachytherapy procedures
- Supervisors: Alain lalande and Gilles Créhange
- MSc in Computer Vision and Robotics, université bourgogne europe, France, University of Girona, Spain, and Heriot-Watt University, Scotland.
- Sep. 2016 - Jun. 2027
- BSc in Electrical and Computer Engineering, Mekelle Institute of Technology (MIT), Mekelle, Ethiopia
- Sep. 2008 - Jul. 2013
Work experience
- Research engineer, LITO, Orsay, France
- Oct. 2023 - presnet
- Subject: Feasibility and development of tools for data augmentation, synthetic image generation and data mining.
- Supervisors: Irene Buvat and GE healtchare
- Software engineer in Medical data management, CGFL, Dijon, France
- Oct. 2017 - Dec. 2020
- Developed a software for mutlmodal medical data management in radiology workflow.
- Master thesis intern in Dosimetry Analsis, CGFL, Dijon , France
- Feb. 2017 - Aug. 2017
- Designed and developed a graphical user interface (GUI) to visualize and manage different medical imaging modalities
- Proposed and developed supervised and unsupervised machine learning methods for detection, classification and segmentation applications on CT images
- Assistance lecturer, Woldia University, Ethiopia
- Aug. 2013 - Aug. 2015
- Duties included: Teaching, assessing, and monitoring of projects
Skills
- Programming languages:
- Python, C, C++, Matlab
- Deep learning frameworks
- Pytorch, Tensorflow, Keras
- Machine learning frameworks
- Scikit-learn, Pandas, scikit-image, OpenCV
- Others
- Docker, Git, Github, Qt, VTK, ITK
Reviews
Reviewer for top-tier journals in artificial intelligence and medical imaging:
- IEEE Transactions on Medical Imaging
- IEEE Transactions on Artificial Intelligence
- Artificial Intelligence In Medicine
- Medical Image Analysis
- Medical Physics
- Computerized Medical Imaging and Graphics
- Journal, Clinical and Experimental Metastasis
- Scientific Reports
- Radiation Oncology
- EJNMMI Physics
- European Journal of Radiology
- Journal of Nuclear Medicine
