Specializing in Graph Neural Networks, Predictive Modeling, MLOps, Applied Large Language Models. Bridging cutting-edge ML research with real-world applications.
"What do you have that you did not receive?"
"ያልተቀበልኸው የራስህ የሆነ ነገር ምን አለ?"
I am a Senior AI Scientist at AstraZeneca (since 2022), where I apply cutting-edge machine learning to pharmaceutical research and development. Previously, I completed my postdoctoral research at KTH Royal Institute of Technology and earned my PhD in Computer Science with a Machine Learning specialization under the supervision of Prof. Montresor.
My expertise spans Graph Machine Learning, Deep Learning, MLOps, and Large Language Models . I'm particularly focused on bridging advanced ML research with real-world applications in drug discovery and healthcare.
Currently, my work focuses on productionizing AI systems at scale, combining deep learning innovations with robust MLOps practices to accelerate pharmaceutical innovation.
Deep learning on graph-structured data, representation learning, and self-supervised learning.
Productionizing ML models, CI/CD for ML, enabling traceable, reproducible, and scalable AI infrastructure.
Applying LLMs for scientific applications and knowledge extraction.
IEEE SNAMS'19, SNAMS'20 • Social Networks Analysis, Management and Security
LOD'18, LOD'19, LOD'20 • Machine Learning, Optimization, and Data Science
Neurocomputing • Pattern Recognition • IEEE TKDE • Computing Journal