2/2024 – present
Doctor of Philosophy in Engineering and Information Technology
The University of Melbourne, Australia
10/2021 – 9/2023
Master of Engineering in Electrical Engineering and Information Technology
Nagoya University, Japan, First-class Honours (4.0/4)
10/2017 – 9/2021
Bachelor of Engineering in Electrical Engineering, Electronics, and Information Engineering
Nagoya University, Japan, First-class Honours (3.94/4), Valedictorian
8/2014 – 5/2017
High School Diploma with specialisation in Mathematics
Le Quy Don High School for Gifted Students, Da Nang City, Vietnam

• Full PhD scholarship in Engineering and Information Technology at the University of Melbourne (ranked Top 13 worldwide), with a total value of AUD $370,000 (equivalent to VND 6.3 billion).

• Two-time recipient of the Japanese Government (MEXT) Scholarship for both undergraduate and master’s studies.

• Valedictorian in Electrical Engineering & IT at Nagoya University (Top 6 in Japan) with a GPA of 3.94/4.00, and completed the master’s program in Electrical Engineering & IT with a perfect GPA of 4.00/4.00.

• Achieved a perfect score of 800/800 in Mathematics, Physics, and Chemistry in the SAT examination.

• Has mentored numerous students to successfully obtain the Japanese Government (MEXT) full scholarship and admission to undergraduate programs at Tohoku University and Nagoya University.

• Currently a PhD researcher in the AI research group at AIMES Lab, University of Melbourne.

Research and Development Experience

2/2024 – present
Australian Integrated Multimodal EcoSystem (AIMES) Laboratory – AI & DL Research Group
Faculty of Engineering and Information Technology, The University of Melbourne, Australia
Experiences:
Multimodal Perception Intelligence & Representation Learning (NLP, 1D time series, 2D image, 3D point cloud),
Sequence Modelling & Predictive Intelligence (State Space Models, Transformers, LLMs, GNNs),
Hyper-large-scale AI models (Distributed training on HPC Linux GPU clusters, Distillation, Transfer Learning)
4/2020 – 9/2023
Takeda Laboratory – Driving Behaviour and Perceptive Intelligence Research Group
Department of Intelligent Systems, Graduate School of Informatics, Nagoya University, Japan
Experiences:
Intelligent Perception of Autonomous Vehicles (Semantic segmentation, Object detection, CV deep learning),
Multimodal Computer Vision & Deep Learning (Multimodal mapping, 2D-3D fusion & hyperspectral digital-twin)
6/2023 – 2/2024
MapIV Inc. (Map for Intelligent Vehicles) – Sensing & Perception Team, Nagoya, Japan
Experiences:
Intelligent Vehicle Multimodal Perception (Multimodal segmentation & detection, CUDA kernel optimisation),
Perception Sensors Fusion & Calibration (RGB & thermal cameras and multispectral LiDARs)
9/2022 – 10/2022
RIKEN Centre for Computational Science (R-CCS) – Data Assimilation Research Group
Japan’s National Research and Development Agency (RIKEN), Kobe, Japan
Experiences:
Advanced Mathematical Analysis, Statistics & Data Assimilation (Probability theories, Ensemble Kalman methods),
High-Performance Computing (Efficient programming, Large-scale parallel computing on Fugaku supercomputer)

2/2024 – present
Doctor of Philosophy in Engineering and Information Technology
The University of Melbourne, Australia
10/2021 – 9/2023
Master of Engineering in Electrical Engineering and Information Technology
Nagoya University, Japan, First-class Honours (4.0/4)
10/2017 – 9/2021
Bachelor of Engineering in Electrical Engineering, Electronics, and Information Engineering
Nagoya University, Japan, First-class Honours (3.94/4), Valedictorian
8/2014 – 5/2017
High School Diploma with specialisation in Mathematics
Le Quy Don High School for Gifted Students, Da Nang City, Vietnam2/2024 – present
Doctor of Philosophy in Engineering and Information Technology
The University of Melbourne, Australia
10/2021 – 9/2023
Master of Engineering in Electrical Engineering and Information Technology
Nagoya University, Japan, First-class Honours (4.0/4)
10/2017 – 9/2021
Bachelor of Engineering in Electrical Engineering, Electronics, and Information Engineering
Nagoya University, Japan, First-class Honours (3.94/4), Valedictorian
8/2014 – 5/2017
High School Diploma with specialisation in Mathematics
Le Quy Don High School for Gifted Students, Da Nang City, Vietnam

Professional Experience
5/2024 – present, part-time
The University of Melbourne, AIMES Lab – Research Assistant
Experiences: AI (Deep Learning, Computer Vision), DevOps (AWS, Google Cloud).
6/2023 – 2/2024, part-time
Map IV, Inc., Sensing and Perception Team – Research & Development Software Engineer
Experiences: Perception Intelligence, Sensors Calibration & Fusion, Optimisation with C++ and Python,
Containerised GUI app development, Git & other team collaboration tools, Robotics Operating System (ROS).
4/2023 – 9/2023, 11/2021 – 3/2022, part-time
JARI (Japan Automobile Research Institute, Japan Government) – Research Assistant
Experiences: Autonomous driving simulators, Unreal Engine C++ API, Robotics Operating System (ROS).
4/2022 – 3/2023, part-time
NEDO (New Energy & Industrial Technology Dev. Org., Japan Government) – Research Assistant
Experiences: 3D design, CAD structural analysis & assembly of sensors vehicle, ROS & Autoware for sensors control.
9/2022 – 10/2022, internship
RIKEN Centre for Computational Science (Japan Government) – Research Intern
Experiences: Data assimilation, Kalman filter theories, High-performance & parallel programming.
10/2018 – 3/2021, part-time
Nagoya University – Tutor
Courses: Mathematics for Machine Learning, Graph Theory, Calculus I, Differential Geometry.

Mamba-Byte-Traffic: Token-Free Byte-Level Traffic Flow Prediction with State-Space Model
Quang Nhat Nguyen, Majid Sarvi, and Saeed Asadi Bagloee
2025 IEEE International Conference on Intelligent Transportation System (ITSC)
Physics-based LiDAR waveform simulation method for realism improvement of simulators
Quang Nhat Nguyen, Alexander Carballo, and Kazuya Takeda
2021 International Symposium on Future Active Safety Technology toward zero-traffic-accident (FAST-zero)
On radial Schrödinger operators with a Coulomb potential: general boundary conditions
Jan Dereziński, Jérémy Faupin, Quang Nhat Nguyen, and Serge Richard
Advances in Operator Theory 5, pp. 1132 – 1192, July 2020, DOI: 10.1007/s43036-020-00082-6

JOURNEY

Quang Nguyen’s journey to achieving remarkable milestones has been anything but easy. He shares that every success stems from relentless effort and the courage to face challenges head-on in the pursuit of one’s dreams. His secret also lies in proactively seeking opportunities. Whenever professors visited Nagoya University, he would always have his portfolio and CV ready, approaching them not only to seek internship or job opportunities but also to receive valuable feedback for self-improvement. This unwavering determination has enabled him to secure three prestigious full scholarships from Australia and Japan, marking solid steps forward in his academic journey.

COURSE

With a strong academic foundation and extensive experience, Mentor Quang Nguyen is undoubtedly a reliable companion for students who aspire to study abroad and develop in fields such as electrical engineering, computer science, artificial intelligence, and more. The Writeria believes that under his guidance, students will receive maximum support in building their profiles and accessing major scholarship opportunities, instead of struggling to do everything on their own.

• Provides guidance and support for participating in competitions in Mathematics, Physics, Electrical Engineering, Computer Science, AI, etc.

• Offers mentorship and assistance in writing theses, conducting in-depth research projects, and preparing for school examinations.