cv
General Information
Full Name | Trung Hieu Le |
Languages | Vietnamese,English, French |
Skills | Image and Video compression, C/C++ embedded, RTOS |
Honors and Awards
Education
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2021-2023
PhD in Image and Video Compression
Laboratoire I3S, Université Côte d'Azur, 06410, Biot
- The primary contributor to the development of a new image compression method based on neural networks using Pytorch for DNA data storage.
- The primary developer of a multiple-description coding solution based on the HEVC standard, implemented in C++.
- Benchmark the developed solution using the ns-3 network simulator under a wireless channel model.
- Result:The first neural compression method that currently stands as the state of the art for DNA data storage in terms of rate-distortion performance. Resilience to the noise by 3dB compared to classic image compression.
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2012-2025
French general Baccalauréat
Jean de la Fontaine High School, 75016, Paris
Experience
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2021
Embedded Software Engineer
FDI MATELEC S.A.,Les Landes-Genusson, Pays de la Loire, France
- Implement transmission of the images jpeg via UDP.
- Investigate the current state of the art in VoLTE technology.
- Examine the communication between LTE modems and microprocessors.
- Explore the performance of JPEG encoding using both hardware and software solutions.
- Understand the software architecture of products within the enterprise.
- Manage resource utilization in embedded systems.
Result: increase the number of images transmitted per second from 3 to 15.
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2019
Summer Intern-Recognition of the origin of fruits / vegetables
Da Nang University, Da Nang, Viet Nam
- Investigate Texas Instruments' NIR spectrometer technology.
- Learn about principles of machine learning and supervised learning.
- Explore feature extraction techniques for signals from spectrometers.
- Develop a dataset of fruits and vegetables specific to the regions.
- Experiment with various machine learning algorithms.
Result: A preliminary machine learning prototype with 80% accuracy in detection.
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2018
Research Assistant-LORA GPS Tracking
Da Nang University, Da Nang, Viet Nam
- Implement GPS communication using UART.
- Study LoRa wireless communication technology.
- Develop a prototype incorporating both technologies.