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A short introduction about myself.
Basics
Name | Long Giang Vu |
Title | AI/Machine Learning Engineer |
giangvl.cs@gmail.com | |
Phone | (+84) 333178013 |
Url | https://ginlov.github.io/ |
Work
- 2024.04 - Now
- 2023.06 - 2024.04
Machine Learning Engineer
Viettel Group
- Develop Viettel Machine Learning Platform (vMLP): MLOps, Model serving, Feature Store, ...
- Develop Viettel Recommendation Platform (vRP): End-to-end recommendation pipeline, model serving and monitoring.
- 2021.07 - 2023.04
AI Engineer
TopCV JSC
- TopCV Recommendation System: Propose SmartRanking algorithm boosting conversion rate by 2% in high-traffic boxes.
- TopCV Spam Detection: Detect spam job.
- TopCV Spelling Correction: Auto-checking and auto-correcting spelling errors in job descriptions.
- 2021.04 - 2023.06
Student Researcher
Data Science Laboratory - HUST
- Sequence-aware DPMs: Improving Diffusion Models by addressing the correlation between consecutive denoising steps (1 paper published at AAAI).
- Dropout Diffusion: Addressing the weakness of Diffusion Models in generalization capability and proposing Dropout Diffusion for improvement (highest score at Machine Learning thesis committee).
- Generalization Capability of Deep Neural Network: Investigating the robustness of DNNs.
Education
-
2024.09 - TBD San Diego, CA, US
-
2018.08 - 2023.05 Hanoi, Vietnam
B.Sc in Computer Science
Hanoi University of Science and Technology
- Exellence Dgree (top 1%, 3.76/4.0)
- Thesis "Some methods for improving Diffusion Model (9.7/10)"
Awards
- 2023.03
First Prize in TopCV Coding Contest (both individual and team competition)
TopCV Vietnam
Coding Contest for developers focusing on algorithms and data structures
- 2021.12
Exellence Scholarship for Undergraduate
Hanoi University of Science and Technology
- 2020.12
Exellence Scholarship for Undergraduate
Hanoi University of Science and Technology
Publications
-
2024.02 On Inference Stability for Diffusion Models
AAAI Conference on Artificial Intelligence
Oral Presentation
Skills
AI | |
Natural Language Processing | |
Generative Models | |
Diffusion Models | |
GAN |
Data Science | |
Data Wrangling | |
Data Preparation | |
Machine Learning | |
Airflow | |
SQL |
MLOps | |
MLFlow | |
Seldon Core | |
Triton Server | |
Docker, Kubernetes |
Interests
AI | |
Generative Models | |
Large Language Models | |
AI for low-resource environments |
MLOps | |
Serverless Model serving | |
SaaS for AI |