Welcome!

Welcome to my personal webpage, please make yourself at home.

Blog

• 2024/04/21 Introducing yt-chat: summarize any YouTube video easily
• 2024/04/08 What is the modern data stack?
• 2024/03/04 Running Mistral 7B LLM with llama.cpp on Apple Silicon
• 2023/08/11 How to configure a Ubuntu home server as a modem and router (1/3)
• 2021/09/21 tf.data.Dataset generators with parallelization: the easy way

Machine Learning

co-written with P. Gutierrez at Scortex

Papers

• 2022/02/25 - Data refinement for fully unsupervised visual inspection using pre-trained networks
• 2021/06/02 - Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection (SPIE Optical Metrology 2021)
• 2021/04/07 - Synthetic training data generation for deep learning based quality inspection (QCAV 2021)
• 2021/04/07 - Active learning using weakly supervised signals for quality inspection (QCAV 2021)

Articles

• 2020/08/04 - Extending selective back-propagation to segmentation
• 2020/06/30 - Batch Norm Folding: an easy way to improve your network speed
• 2020/06/10 - Robustness and repeatability of modern deep neural networks: a review