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@tallamjr

About Me

My name is Tarek

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) 📱

Tarek's Projects

clic icon clic

Challenge for Learning Image Compression, 2021

cmake icon cmake

Mirror of CMake upstream repository

cmudb-15-445 icon cmudb-15-445

Material for CMU's Intro to Database Systems (Fall 2019) 15-445/645

cmudb-15-721 icon cmudb-15-721

Material for CMU's Advanced Database Systems (Spring 2020) 15-721

compressai icon compressai

A PyTorch library and evaluation platform for end-to-end compression research

constriction icon constriction

Composable entropy coding primitives in Python and Rust for research and production

cookie icon cookie

Cookie Cutter Repository for Data Science and Data Engineering Projects

coreutils icon coreutils

Cross-platform Rust rewrite of the GNU coreutils

cortex-m0-microrust icon cortex-m0-microrust

Extensions to the example code found at https://github.com/rust-embedded/cortex-m-quickstart and https://github.com/therealprof/microbit for writing firmware for Cortex-M0-micro:bit in rust

coursera icon coursera

Links to repositories containing material for completed (and work-in-progress) of coursers I have attempted on the Coursera platform

cs234_rl icon cs234_rl

🐲 Stanford CS234 : Reinforcement Learning

d2l-en icon d2l-en

An interactive deep learning book with code, math, and discussions.

datasketch icon datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble

dejavu icon dejavu

Audio fingerprinting and recognition in Python

delta icon delta

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

demo-face-gan icon demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

demo-self-driving icon demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

devito icon devito

Code generation framework for automated finite difference computation

discovery icon discovery

Discover the world of microcontrollers through Rust!

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