Dear GSoC Developers Team, My name is Abraham Kimani, a final year student at the university of Nairobi doing Bachelor of science in Microprocessor Technology and Instrumentation in the department of Physics. I am writing to express my interest in the project " *"Identifying Transition Points in the ZGB Model using Convolutional Neural Networks (CNNs)"* for *Google Summer of Code 2025.* I have a foundational understanding of Machine learning and I am willing to deepen my skills and knowledge through hand-on experience on real world problems. I would really appreciate any guidance on how to get started, and also any resources or suggestions. Thanks you for your time and consideration. I look forward collaborating and growing as a contributor to this exciting project. Best Regards Abraham University of Nairobi abrahamkuria9 [ at ] gmail [ dot ] com Abraham Kimani | LinkedIn <https://www.linkedin.com/in/abraham-kimani-7371391b7/>
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