Cyrus Mante
He is a versatile professional who embodies the dual roles of educator and developer. As an instructor, he teaches coding across multiple platforms and engage with students of all ages. He currently works at Accenture Philippines as an AI/ML Computational Science Analyst, where he develops Generative AI solutions to streamline repetitive tasks and enhance workplace efficiency. He is also an active volunteer for Python Philippines and served as Co-Chairman of PyCon APAC 2025.
Philippines
Accenture Philippines
Session
As computer vision becomes more deeply integrated into real-world applications, understanding how and why models make decisions is no longer optional, it’s essential. This talk introduces practical interpretability techniques that bring transparency to computer vision models. We’ll explore popular methods such as Grad-CAM and LIME, and see how they reveal the inner workings of deep learning models through visual explanations. Through live demos, attendees will learn how these tools can be used to debug models, uncover biases, and build trust with users. Designed for Python developers of all backgrounds, this session makes a complex topic accessible even if you're new to machine learning or explainable AI.