I am a Computational Materials Engineer and Machine Learning Researcher working at the intersection of materials science and artificial intelligence. My work focuses on leveraging data-driven approaches to innovate and optimize sustainable manufacturing and material design.
- 🎓 Education: B.Eng in Materials and Metallurgical Engineering (Second Class Upper Honors) from the University of Ilorin, Nigeria.
- 🤖 ML Research: Independent Researcher specializing in Graph Neural Networks (GNNs) to enhance and optimize engineering material design, with a specific interest in Aluminium (Al) alloys.
- 💼 Current Role: Building SimsLayer and PHINDE-X
- 🚀 Mission: Exploring innovative, AI-integrated solutions and sustainable manufacturing techniques for next-generation materials.
- Domain AI: Graph Neural Networks (GNNs), Predictive Modeling, Material Informatics.
- Languages: Python (PyTorch, Geometric, Pandas, NumPy), MATLAB, C++.
- Materials Science & Engineering: Computational Materials Engineering, Physical Metallurgy, Alloy Design, Sustainable Manufacturing.
- 💼 LinkedIn: linkedin.com/in/ayfait
- 🌐 Portfolio: ayfait.github.io