IEEE Journal on Selected Areas in Communications2023Journal
Network-Assisted Full-Duplex Cell-Free Massive MIMO: Spectral and Energy EfficienciesM Mohammadi, TT Vu, HQ Ngo, M Matthaiou
Available for collaboration
Thanh Tung Vu
Wireless & AI Researcher | Consultant | Educator
Helping researchers, engineers, and teams solve complex problems at the intersection of wireless communications and AI through research, consulting, and education.
TTV
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10+ Years
Research & Practice
How I Can Help
Four interconnected pillars of expertise to support your journey in wireless communications and AI.
Research
Academic publications, research projects, and collaborations advancing wireless communications and AI.
Learn moreConsulting
Strategic guidance and hands-on expertise for organizations seeking to leverage wireless and AI solutions.
Learn moreMentoring
One-on-one coaching for individuals looking to accelerate their career in wireless and AI.
Learn moreTeaching
Courses, workshops, and educational resources for mastering wireless communications and AI.
Learn moreApplied Work
Featured Projects
Real-world impact through research and industry collaborations.
Wireless & AI
Wireless Federated Learning Framework
Developed the first comprehensive framework for cell-free massive MIMO supporting wireless federated learning. Enables privacy-preserving machine learning at scale over distributed antenna systems. Top Accessed Article on IEEE Xplore with 220+ citations.
Federated LearningMassive MIMOWireless
AI & GenAI
Automated Document Extraction Pipeline
Built automated document extraction pipeline using AWS Textract for OCR and Bedrock for intelligent data extraction. Achieved 75% reduction in processing time and cost per task, with 4x processing capacity.
AWS TextractAWS BedrockOCR+1
AI & GenAI
AI-Powered Narrative Generation Platform
Built an AI pipeline using RAG architecture, ChromaDB for vector storage, and AWS Bedrock for intelligent narrative synthesis. Reduced per-client labor by 80-90%, enabled 4x increase in client capacity, and achieved 5x faster content delivery.
RAGChromaDBAWS Bedrock+1
Academic Work
Featured Publications
Peer-reviewed research advancing the frontiers of ML, AI, and optimization.
IEEE Transactions on Neural Networks and Learning Systems2022Journal
A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian RegularizationCT Dinh, TT Vu, NH Tran, MN Dao, H Zhang
IEEE Transactions on Wireless Communications2020Journal
Cell-Free Massive MIMO for Wireless Federated LearningTT Vu, DT Ngo, NH Tran, HQ Ngo, MN Dao, RH Middleton
From the Blog
Latest Insights
Thoughts on ML, AI, optimization, and bridging research with practice.
Oct 1, 202412 min read
Understanding Attention Mechanisms: A Visual Guide
A comprehensive visual guide to understanding how attention mechanisms work in transformer models, from basic concepts to advanced variants.
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Sep 15, 20248 min read
From Academia to Industry: Lessons Learned
Reflecting on my transition from academic research to industry ML, sharing the unexpected challenges and valuable lessons.
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Aug 20, 202415 min read
Building Your First ML Pipeline with MLflow
Step-by-step tutorial on building a production-ready ML pipeline using MLflow for experiment tracking, model versioning, and deployment.
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Ready to collaborate?
Whether you're looking to solve a complex wireless or AI problem, level up your technical skills, or explore research collaboration, I'd love to hear from you.
10+ years experience
40+ publications
5 mentees