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Hi there, I'm Usman! 👋

A Mobile Communications and Machine Learning Engineer, in Germany

     

  • 🔭 I’m currently working on ... Machine Learning, 5G Communications, IoT devices, and Localization

  • 🌱 I’m currently learning ... Radar Signal Processing, Satellite Communications and SDN

  • 👯 I’m looking to collaborate on ... Embedded IoT, Network design, and open-source projects

  • 💬 Ask me about ... Existentialism, Design, Futurism

  • 📫 How to reach me: ... drop me an email at: [email protected]

  • 😄 Pronouns: ... He/Him

  • ⚡ Fun fact: ... You're one search away from finding out that your revolutionary idea is *most likely * already out there, if not, then be the first one to share it!

  • 📕 I am reading these days: The Design of Everyday Things -Don Norman, A Field guide to LIES and STATISTICS-Daniel Levitin

Sheikh Usman Ali's Projects

coursera-dl icon coursera-dl

Script for downloading Coursera.org videos and naming them.

daml icon daml

materials from machine learning lectures in python

dartbrains icon dartbrains

This repository is a Python package with all of the functions and python libraries required for the Dartmouth fMRI Analysis Course taught by Prof Luke Chang, PhD.

deep-llr-quantization icon deep-llr-quantization

Source code for the "Deep Log-Likelihood Ratio Compression" paper submitted to EUSIPCO 2019

deepcom icon deepcom

Unofficial Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317

dl_ofdm icon dl_ofdm

Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks

dlacom-notebooks icon dlacom-notebooks

Supplementary material to the lecture course Deep Learning Applications in Communications at University of Stuttgart

dnn_detection_via_keras icon dnn_detection_via_keras

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras. Simpler implementation

dotnets icon dotnets

Create simple drawings of neural networks using graphviz

dvb-s2 icon dvb-s2

The Digital Video Broadcasting-Satellite (DVB-S) standard, released in 1993, specifies the communication for the broadcasting of television to the homes. It is based on quaternary phase shift keying (QPSK) modulation and convolutional forward error correction (FEC).

e2e_ml icon e2e_ml

An end to end solution for automl.

enhancing_least_square_channel_estimation_using_deep_learning icon enhancing_least_square_channel_estimation_using_deep_learning

This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.

esp-who icon esp-who

Face detection and recognition framework

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