Seniority
Staff
Department
Information Technology
Location
Canada
Industry
Banking
Company size
47K
Contact information
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Background
About Samuel Catania
I'm a Senior Application Developer at CIBC with a focus on GenAI solutions. My passions lie in all things machine learning and AI, full-stack web development, and game development. When I'm not at my computer, I like to spend my time swimming, sailing, running, and playing hockey! During my time at Western University where I pursued a Honours Specialization in Computer Science, I lead a research project for my thesis, focusing on the further development of a deep neural network model for pancreatic cancer research. The model leverages advanced machine learning and AI techniques to analyze single-cell genomic data, aiming to uncover novel insights into pancreatic cancer's mechanisms and potential treatments. My work explored Cell-Cell Communications within tumor microenvironments, employing tools such as Python, scikit-learn, PyTorch, NumPy, and SciPy, and helped pave the way for breakthroughs in future research.
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