TAKWA MAKHLOUF
Integration System Engineer
Salary / Daily rate
Paris, France
Freelance
Skills
Languages
About me
Intro
Integration System Engineer with 3+ years of expertise in embedded ML, AI algorithms, and system optimization. Proven track record optimizing neural networks for mobile apps and developing real-time detection systems for robotics. Specialized in Python, C++, and embedded solutions with focus on performance optimization and deployment.
Work experience
Integration system Engineer
Sequans Communications
Jan 2024 - Present
2 years 6 months
Paris, Île-de-France, France
Skills: Algorithms · Application Programming Interfaces (API) · C++ · C (Programming Language) · Git · Linux · Python (langage de programmation) · Python (Programming Language)
Embedded Machine Learning Intern
PROPHESEE
Apr 2023 - Oct 2023
7 months
Grenoble, Auvergne-Rhône-Alpes, France
Optimized neural networks for Android mobile applications by reducing execution time on a dedicated accelerator while maintaining accuracy. Conducted performance measurements, studied the embedded system's computation accelerator, and implemented advanced optimization techniques. Developed skills in model optimization, performance analysis, and mobile app development. Keywords: Python, Performance Measurement, Machine Learning, Convolutional Neural Networks for Vision, Deployment of Convolutional Models, Convolutional Model Optimization, Embedded Software
Artificial Intelligence Intern
Enova ROBOTICS
Jun 2022 - Jul 2022
2 months
Development of a deep learning algorithm that allows the detection and identification of intrusions and anomalies related to vehicles. *creating and annotating a database *development of a deep learning algorithm for real-time vehicle detection *convert the model using tensorflow and deploy it in a tracking algorithm that extends the simple tracking online and in real time keywods:python,deepsort,yolo,real-time object detection
Embedded Software intern
MakerLab
Jul 2021 - Aug 2021
2 months
-Creation of applications based on communication protocols -Remote temperature monitoring using MQTT and ESP8266 modules -Realization of an obstacle detection and distance visualization device using STM32 card and I2c protocol
Education
Ecole Nationale d'Ingénieurs de Sousse
étudiant
2020 - 2023
3 years 1 month
institut préparatoire aux études d'ingénieurs de monastir (IPEIM)
technologie
2018 - 2020
2 years 1 month