Welcome to my webpage
I am a PhD candidate in Computer Science specializing in generative AI, deep learning, and machine learning, with a focus on enhancing iris presentation attack detection using synthetically generated images while preserving individual privacy. My research advances controlled iris image augmentation through exploration of generative models’ latent spaces, enabling privacy-safe data synthesis for robust biometric security. I have experience working with local multimodal LLMs via Open WebUI for image-based analysis tasks. I am skilled in Python (PyTorch, NumPy, pandas, Matplotlib, scikit-learn), with additional experience in MATLAB, TensorFlow, Keras, and SQL. I regularly use tools such as OpenCV and imgaug, as well as advanced generative models including StyleGAN and diffusion models.
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