Hi! My name is Tarek

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) 📱

• 📺 I’m currently working on efficient algorithms and models for real-time AI-enabled video processing. Think efficient video reconstructions from sparse data.
• 🪁 I’m currently learning about probabilistic machine learning for data compression and all things electronics to complement my on-device AI research.
• ⚡ I'm currently playing with embedded rust for new embedded projects and continuing playing with polars for all my big-data processing problems.
• 🔭 In a past life, I worked on time-series classification and deep learning deployment through model compression for problems in Astrophysics.