Hi, I'm Bini — originally from Ethiopia, now based in Beijing, China.
I earned my Master's in Software Engineering and BSc in Computer Science from UESTC, with theses in fine-grained visual recognition and deep learning-based lung disease detection.
Currently working as an R&D Engineer. My research interests lie at the intersection of computer vision, deep learning, 3D perception, and edge AI — with a growing focus on multi-modal perception and autonomous systems.
Research Interests
Core Technologies
Full Stack Developer Intern
CIeNET TechnologiesTechnical Support Engineer
WicresoftMaster's degree, Software Engineering
University of Electronic Science and Technology of China
GPA: 4.0/4.0 - 93.53 AVG
Thesis: Thesis: Lung Disease Detection Using Deep Learning
Bachelor's degree, Computer Science and Technology
University of Electronic Science and Technology of China
GPA: 3.81/4.0 - 86.85 AVG
Thesis: Thesis: Fine-Grained Car Image Classification System Using Deep Learning
Biniyam Gashaw
Master's Thesis, University of Electronic Science and Technology of China · 2024
This research presents a comprehensive deep learning approach for detecting multiple lung diseases from chest X-ray images. Utilizing transfer learning with ResNet50 and DenseNet architectures, the system achieves 94.2% accuracy across 5 disease categories.
Biniyam Gashaw
Bachelor's Thesis, University of Electronic Science and Technology of China · 2021
This work explores fine-grained visual recognition for car make and model classification. Using attention-based CNN architectures and multi-scale feature fusion, the system achieves 91.5% top-1 accuracy on the Stanford Cars dataset.
A. Endris, S. Yang, Y. A. Zenebe, B. Gashaw, J. Mohammed, L. Y. Bayisa, and A. E. Abera
2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), IEEE · 2022
View publicationA. E. Hasen, S. Yang, C. C. Ukwuoma, B. Gashaw, and Y. A. Zenebe
arXiv preprint arXiv:2507.19296 · 2025
View publicationMicrosoft Certified: Azure AI Engineer Associate (AI-102)
Microsoft · 2022-09
Microsoft Certified: Azure Fundamentals (AZ-900)
Microsoft · 2021-11
Microsoft GitHub Foundations
Microsoft · 2025-10
GitHub Actions for CI/CD
LinkedIn Learning · 2025-10
Academic Excellence Scholarship (M.Sc., Top 1%)
University of Electronic Science and Technology of China · 2024
Academic Excellence Scholarship (B.Sc.)
University of Electronic Science and Technology of China · 2021
Ethiopian Government Full Scholarship
Ministry of Education, Ethiopia · 2017-2024
Best Performance Award
Wicresoft · 2022
Excellent Performance Awards (4x)
Wicresoft · 2022
“Bini consistently performed at a high level, winning four 'Best Performance' awards. He was always willing to offer mentorship and support to new engineers.”
Nagendra Rijal Upadhyaya
General Manager & CCO · Wicresoft
Have a project in mind? Let's talk.
