cv

A short introduction about myself.

Basics

Name Long Giang Vu
Title AI/Machine Learning Engineer
Email giangvl.cs@gmail.com
Phone (+84) 333178013
Url https://ginlov.github.io/

Work

  • 2024.04 - Now
    Data Scientist
    Techcom Securities
    • Develop automl platform to support business users.
  • 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

Awards

Publications

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