
AIMEN REFOUFI
Machine Learning Engineer
Salaire / Taux journalier
77940 Esmans, France
Freelance
Expertises
Langues
À propos
Introduction
ML Engineer with 5+ years transforming data into actionable insights across automotive and telecom industries. Proven expertise in implementing ML algorithms, statistical analysis, and network optimization at PSA Groupe, Huawei, and Ericsson. Specialized in Python, TensorFlow, and AWS to deliver data-driven solutions that drive business performance.
Expérience de travail
Machine Learning Engineer
Groupe PSA
nov. 2019 - déc. 2021
2 ans 2 mois
7620 Paris, Danemark
Recently, I worked as a Machine learning research and development engineer at PSA Groupe, where I managed thecomplete range of technical tasks in an efficient manner. I developed and performed research, including project planning, literature review, and developing proofs-of-concept. Iensured the timely cleaning, processing, and preparation data.The following are highlights of the value I brought to PSA Groupe: ☛ I Played an instrumental role in statistical analysing . ☛ I implemented, executed, validated and tested several machine learning algorithms successfully, and provided related training to staff members in an open setting.
Radio Network optimization Engineer
Huawei
janv. 2016 - août 2018
2 ans 8 mois
Paris, France
In this job role, I accomplished and maintained the Radio Network Performance, while overseeing and evaluatingHSDPA (High Speed Data packet) Radio network and statistics on a daily basis. I handled tilt adjustment and coverage simulations, as well as updated software databases (upgrade, swap antenna,3G neighbourhood) to improve efficiency and performance.The following are highlights of the value I brought to Huawei Technologies: ☛ I attained optimum and required outcomes by designing model of cellular radio access network, such aspropagations models and traffic models
Drive Test Radio Networks Enginee
Ericsson
mars 2014 - janv. 2016
1 an 11 mois
7620 Paris, Danemark
Throughout my career as a Drive Test Radio Networks Engineer, I validated, improved network performance, and up-linked scrambling processing, including interference, configuration, and hardware by directing the drive test analysis. I utilised radio performance indicators, such as KPI’s 3 G radio access to perform analysis of quality services.The following are highlights of the value I brought to Ericsson: ☛ I achieved predefined targeted goals by describing, planning, and driving action plans, including new setting andoptimisation.
Formation
DSTI - School of Engineering
Master's degree
2019 - 2020
1 an 1 mois
Université Paris-Saclay
Master's degree
2011 - 2013
2 ans 1 mois