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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

dissect icon dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

dl-4-tsc icon dl-4-tsc

Deep Learning for Time Series Classification

dlc icon dlc

The 3rd edition of course.fast.ai

dnn icon dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

dockercleanup icon dockercleanup

A Bot to automatically clean up old images in the Hub23 Azure Container Registry

dotfiles icon dotfiles

Vim, tmux and other configuration files.

dsa-scala icon dsa-scala

Data Structures and Algorithms with Scala: A Practitioner’s Approach with Emphasis on Functional Programming

duckdb icon duckdb

DuckDB is an embeddable SQL OLAP Database Management System

edgeml icon edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

elasticc icon elasticc

DESC's Extended LSST Astronomical Time Series Classification Challenge

epfl-functional-scala icon epfl-functional-scala

Materials and worked assignments for Functional Programming with Scala Specialization on Coursera

fast icon fast

End-to-end earthquake detection pipeline via efficient time series similarity search

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

fink-client icon fink-client

Light-weight client to manipulate alerts from Fink (WIP)

fink-filters icon fink-filters

Define your filters to create your alert stream in Fink!

fink-k8s icon fink-k8s

Host files and procedure for running Fink on Kubernetes

fink-science icon fink-science

Define your science modules to add values to Fink alerts!

fizzbot icon fizzbot

Fizzbot has questions for you... so many questions. Do you have the answers?

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