NeurIPS 20242024Conference
Efficient Transformer Architectures for Large-Scale Language UnderstandingThanh Tung Vu, Sarah Chen, James Miller
Available for collaboration
Thanh Tung Vu
ML/AI/Optimization Researcher & Practitioner
Bridging cutting-edge research with real-world impact. I help organizations solve complex problems through machine learning, artificial intelligence, and mathematical optimization.
TTV
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10+ Years
Research & Practice
How I Can Help
Four interconnected pillars of expertise to support your journey in ML, AI, and optimization.
Research
Academic publications, research projects, and collaborations advancing the frontiers of ML/AI/Optimization.
Learn moreConsulting
Strategic guidance and hands-on expertise for organizations seeking to leverage ML/AI/Optimization.
Learn moreMentoring
One-on-one coaching for individuals looking to accelerate their career in ML/AI.
Learn moreTeaching
Courses, workshops, and educational resources for mastering ML/AI fundamentals and beyond.
Learn moreApplied Work
Featured Projects
Real-world impact through consulting and industry collaborations.
Research & Academia
Neural Architecture Search Platform
An open-source platform for automated neural architecture search, enabling researchers to discover optimal architectures for their specific tasks.
Consulting
Enterprise ML Pipeline Optimization
Consulting project to redesign and optimize machine learning pipelines for a Fortune 500 company, reducing inference costs by 60%.
Academic Work
Featured Publications
Peer-reviewed research advancing the frontiers of ML, AI, and optimization.
Journal of Machine Learning Research2023Journal
Optimization Methods for Deep Learning: A SurveyThanh Tung Vu, Maria Rodriguez
Testimonials
What People Say
Feedback from clients, mentees, and workshop participants.
Consulting
Thanh Tung transformed our ML infrastructure. His expertise in optimization helped us reduce inference costs by 60% while improving model accuracy. An invaluable consultant.
JA
Jennifer Adams
VP of Engineering at TechCorp Inc.
Mentoring
The mentorship program was exactly what I needed to transition into ML engineering. Thanh Tung provided clear guidance, practical projects, and invaluable career advice.
MC
Michael Chen
ML Engineer at StartupAI
Teaching
One of the best ML courses I have taken. The combination of theory and hands-on practice, along with Thanh Tung's clear explanations, made complex concepts accessible.
SJ
Sarah Johnson
Data Scientist at Analytics Co.
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.
transformersattention
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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.
careeracademia
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Ready to collaborate?
Whether you're looking to solve a complex optimization problem, level up your ML skills, or explore research collaboration, I'd love to hear from you.
10+ years experience
50+ publications
100+ mentees