ZAKARIA E.

Data Scientist

320 dollar
Freelancer
5 years
Paris, FRANCE

My experience

More

Self-EmployedDecember 2017 - Present

Training models to predict text sentiment.
Training models for image classification Collecting and preprocessing data.
More

5TRonG LaboratoryJanuary 2017 - June 2017

The thesis is about an exploration of a new trend in the field of wireless and mobile communications (short packet coding), and aims to study strategies to improve the performance of point-to-point transmissions by revisiting protocols of HARQ re-transmission.
In particular, we analyze the performance limits of different channel coding (Turbo, LDPC, Polar) which can be used with HARQ, Then, it will study the possibilities to integrate the constraints of the new generation 5G, in particular at the level of the delay.
More

InsternshipJuly 2015 - September 2015

We are interested in scheduling algorithms. We compared the performance of three main algorithms: PF, MLWDF and EXPPF and highlighted the most appropriate scheduler for each situation.

My stack

Embedded and Telecom

Telecommunications

Languages

Python, C, C++, Matlab

Others

Algorithms

IT Infrastructure

Linux

Other

MLWDF, Channel Coding, Wireless Communications Systems, Cellular Communications, French, Turkish, Signal Processing, Arabic, PF, EXPPF, C / C++

Technologies

Machine Learning

My education and trainings

Introduction to complexity - Santa Fe Institute2018 -

Spécialisation Deep Learning / Machine Learning - Coursera.org

Master 2 (M2), Systèmes Avancés de Radiocommunications - CentraleSupélec2015 - 2017

Network Systems and Telecommunications - National Institute of Post and Communication2013 - 2017