Mauro L. de Freitas

Senior Signal Processing Engineer | AI

Salaire / Taux journalier

Lille, France

Mobilité : Paris, Toulouse, ...

Freelance, ouvert au CDI

Peut venir sur site

Expertises

PythonNumPyscikit-learnPyTorchRustIngénieur systèmes embarquésGitData Scientist

Langues

AnglaisFrançaisPortugais

À propos

Introduction

RF Signal Processing & AI expert with PhD and 7+ years in telecommunications engineering. Specialized in 5G/4G systems, non-Gaussian noise modeling, and NOMA for Massive MIMO. Currently delivering cutting-edge signal processing solutions for satellite tracking and passive systems using Python, ML, and SDR technologies.

Liens

Expérience de travail

Signal Processing Engineer (Ingénieur Traitement du Signal)

Unseenlabs

févr. 2025 - Présent

1 an 9 mois

69340 Francheville, France

MC2 Technologies

juin 2021 - déc. 2024

3 ans 7 mois

Lille, France

Coordinator of passive systems

mai 2023 - déc. 2024

1 an 8 mois

Lille, France

Traitement du signal/IA (Signal Processing/AI)

juin 2021 - août 2023

2 ans 3 mois

Lille, France

Traitement du signal/IA (Signal Processing/AI) - LITUUS

LITUUS

juin 2019 - juil. 2021

2 ans 2 mois

Lille, France

https://lituus.fr/

Research Engineer

Telice/IEMN laboratory - University of Lille

août 2018 - déc. 2018

5 mois

Lille Area, France

The power-domain non-orthogonal multiple access (NOMA) schemes can outperform conventional orthogonal multiple access (OMA) schemes in cellular networks. However, when leading with Massive MIMO systems, the base stations have many more antennas than there are users in the cell and, as a consequence, more research is need in NOMA to efficiently communicate in this setup. keywords: 5G, NOMA, matlab, detection, equalization, Massive MIMO, beamforming.

PHD Student in telecommunications (Doctorant en Télécommunications)

CNRS - Centre national de la recherche scientifique

sept. 2014 - juil. 2018

3 ans 11 mois

Lille Area, France

PhD Student at Université de Lille 1, Institut de Recherche sur les Composants logiciels et matériels pour l'information et la Communication Avancée (IRCICA) - USR CNRS/Lille 1 n°3380 and Institut d’Electronique et de Microélectronique et de Nanotechnologie (IEMN) - UMR 8520 Lille 1. My research interests encompass impulsive noises, radio channel, interference modeling, alpha-stable distributions (non-Gaussian processes) and the study on the choice of appropriate noise model which is no longer gaussian as traditional research. keywords: 5G, IoT, M2M, interference, noise, non-gaussian models

Teaching assistant (Outsourced)

IMT Lille Douai

janv. 2016 - déc. 2016

1 an

Lille Area, France

Courses: - Random signals; - VHDL numeric systems.

Engineer - Model checking development

Ceteli/Instituto Nokia de Tecnologia

mai 2012 - janv. 2013

9 mois

Manaus Area, Brazil

ESBMC is a context-bounded model checker for embedded C/C++ software based on Satisfiability Modulo Theories (SMT) solver. It allows the verification engineer to verify single- and multi-threaded software (with shared variables and locks); to reason about arithmetic under- and overflow, pointer safety, memory leaks, array bounds, atomicity and order violations, deadlock and data race; to verify programs that make use of bit-level, pointers, structs, unions and fixed-point arithmetic. More information: http://www.esbmc.org/ and http://dsverifier.org/ keywords: model checking, satisfiability, git, fixed point, ESBMC

Digital Hardware Designer

Instituto de Pesquisas Eldorado

sept. 2010 - août 2011

1 an

Campinas Area, Brazil

- ASIC Project (Frontend Design and Verification) - Digital IC Designer (Verilog and VHDL): System architecture definition, Python modeling, RTL architecture definition, specification document development, RTL coding, HDL analysis (HAL tool), functional simulation (NCsim, ModelSim). - Verification using SystemC and SystemVerilog. - Experience with Redmine and MS Project. - Digital IC Silicon Evaluation Environment Developer: Silicon evaluation environment architecture definition, planning, implementation and debugging. FPGA (Altera/Xilinx), Python. - FPGA prototyping: Altera/Xilinx, Verilog/VHDL. - Keywords: ASIC, VLSI.

Delphi Developer

Sistematic Tecnologia

janv. 2004 - janv. 2005

1 an 1 mois

Manaus Area, Brazil

Programmer in Sistoque and SisCommerce Systems. • Software for stock control and inventory. • Invoice system. • Creation of the automatic backup system.


Formation

University of Lille 1 Sciences and Technology

Doctor of Philosophy - PhD

2014 - 2018

5 ans

Universidade Federal do Amazonas

Master's degree

2012 - 2014

3 ans

Universidade Federal do Amazonas

Specialization in Video Systems

2010 - 2010

1 an

NSCAD Microeletrônica / Universidade Federal do Rio Grande do Sul / Cadence Design Systems

Specialization, Microeletronics / Integrated Circuit Design

2009 - 2010

2 ans

Universidade Federal do Amazonas

Bachelor's degree

2005 - 2009

5 ans

Fundação NOKIA de Ensino - FNE

Technical High School

2002 - 2004

3 ans

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