An Hung Nguyen

Profile

AI Engineer with 5+ years of experience in Computer Vision, bridging academic research and real-world applications. I build end-to-end machine learning pipelines, from data analysis and model training to optimization and deployment on edge devices. I also work with Large Language Models (LLMs) and help customers make their AI solutions more reliable, scalable and cost-efficient.

I have authored and co-authored 10+ research papers and received several academic awards in high school and university. My work bridges mathematics and deep learning, with a focus on quaternion-based architectures and medical imaging.

Research interests

My research sits between advanced mathematics and artificial intelligence, with applications in medical imaging, computer vision and real-time rendering.

• Computational biology and bioinformatics
• Mathematics and hypercomplex number systems
• Quaternion neural architectures
• View synthesis and neural rendering
• Real-time graphics processing
• Deep learning in medicine

Work experience

• Aug 2025 – Sept 2026

  AI Software Engineer

  SLA Software Logistik Artland GmbH · Germany (Remote)

• Aug 2024 – Sept 2026

  Computer Scientist & AI Engineer

  SLA Software Logistik Artland GmbH · Germany (Remote)

• Aug 2024 – Sept 2025

  Collaboration Researcher

  University of Regina · Canada

• May 2024 – Jul 2024

  AI Intern

  Phygital Labs · Vietnam

• Jan 2022 – Jul 2024

  Computer Scientist & AI Engineer

  FX Data · Germany (Remote)

• Oct 2021 – Dec 2021

  AI Engineer

  Rhen Consulting · Germany (Remote)

Education

Publications

1. All-in-One Image Restoration with Quaternion Cross-Attention and Haar Frequency DecompositionSignal, Image and Video Processing (Q2), 2025 Under reviewAn Hung Nguyen, Minh Tuan Pham · 10.21203/rs.3.rs-7260641/v1 · from my capstone thesis
2. Optimizing Retrieval in Vietnamese Literary QA Using Named-Entity Relationship GraphsACM Transactions on Asian and Low-Resource Language Information Processing (Q2), 2025 Under reviewMinh Tuan Pham, An Hung Nguyen, Phuc Hao Do, Thanh Huy Nguyen, Nam Do
3. Real-Time 3D Reconstruction through Image Synthesis and IoT IntegrationVestnik St. Petersburg University: Mathematics, 2025 Under reviewCong Thang Pham, An Hung Nguyen, Tan Sang Truong, Dai Quy Tran, Si Tien Tran
4. Adaptive Hybrid Transformer Network with Frequency Attention for All-in-One Image RestorationPSBB25, Moscow, Russia · June 9–11, 2025Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan, Thanh Than Nguyen · DOI · ProQuest
5. DehazeCLNet: A Contrastive Learning Framework with Advanced Feature Extraction for Image DehazingSOICT 2024 (Springer CCIS), Da Nang · December 13–15, 2024Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan · DOI
6. Enhancing Image Classification Capabilities in the Vision Transformer Network Model with Quaternion AlgebraCITA 2024, Da Nang · July 2024Minh Tuan Pham, An Hung Nguyen · Link · PDF
7. Enhancing Convolutional Neural Network Architectures with Long Short-Term Memory for Improved Image ClassificationATiGB 2023, International Scientific Conference on Applying New Technology in Green Buildings (IEEE), Da Nang · November 10–11, 2023An Hung Nguyen, Minh Tuan Pham · DOI
8. Quaternion Convolutional Neural Networks for Depth EstimationSCIS&ISIS 2022, IEEE Joint International Conference on Soft Computing and Intelligent Systems, Mie, Japan · January 4, 2023An Hung Nguyen, Cao Duy Hoang, Dang Hoang Phu Phan, Minh Tuan Pham · DOI
9. Weight Initialization for Complex Number Convolutional Neural Networks Using Genetic AlgorithmsJournal on Information Technologies and Communications, Vietnam · June 30, 2022Minh Tuan Pham, An Hung Nguyen · DOI
10. Efficient Complex Valued Neural Network with Fourier Transform on Image DenoisingICFNDS 2021, ACM International Conference on Future Networks and Distributed Systems, Dubai, UAE · December 16, 2021Minh Tuan Pham, Van Quang Nguyen, Cao Duy Hoang, An Hung Nguyen · DOI

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