tallamjr / barberbook

Solutions for David Barber's "Bayesian Reasoning and Machine Learning" Book

@tallamjr

About Me

My name is Tarek

• 🔭 I’m currently working on time-series classification and deep learning deployment through model compression
• 🌱 I’m currently learning probabilistic machine learning for data compression and image processing
• ⚡ I'm currently playing with embedded rust, jax and polars

I am a final year PhD student at the Centre for Data Intensive Science at University College London (UCL). My research focus is on the development of efficient Deep Learning algorithms for real-time classification of Astronomical transient events.

Besides my doctoral research, I enjoy exploring how latest techniques in statistical signal processing and probabilistic machine learning can be used for Learned Image Reconstruction and Learned Image Compression 🗜️ in
Embedded Systems for Embedded Machine Learning (#TinyML) 📱