cv
Basics
Name | Quang Vu Minh |
Label | Data Scientist |
quangvm2000@gmail.com | |
Phone | (084) 889845985 |
Url | https://quangvuminh2000.github.io/ |
Summary | Vietnamese data scientist with 2 years of experience in data analysis and machine learning. I have a strong background in mathematics and statistics, and I am passionate about using data to solve complex business problems. I am a quick learner and a team player, and I am always looking for opportunities to learn and grow. |
Work
- 2022.08 - Currently working
Data Scientist
FPT
Developed and implemented custom data models and algorithms to apply to data sets. Used predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes. Communicated results and ideas to key decision makers.
- Azure Machine Learning workflow reduced 85% of the team's time spent on data preprocessing and model training.
- Custom preprocessing package reduced 90% of the time spent on data preprocessing.
- Innovate and re-build the pipeline of daily data processing, which reduced 80% of the old pipeline's time.
- Build NLP and LLMs models to solve the problem of filling accents for Vietnamese names.
Volunteer
- 2014.04 - 2015.07
Lead Organizer
People's Climate March
Lead organizer for the New York City branch of the People's Climate March, the largest climate march in history.
- Awarded 'Climate Hero' award by Greenpeace for my efforts organizing the march.
- Men of the year 2014 by Time magazine
Education
-
2018.08 - 2023.04 Ho Chi Minh, Vietnam
Bachelor
Ho Chi Minh City University of Technology
Computer Science
- Data Structures and Algorithms
- Machine Learning
- Probabilities and Statistics
- Linear Algebra
- Calculus
- Discrete Mathematics
- Database Management Systems
- Operating Systems
- Computer Networks
- Principles of Programming Languages
Awards
- 2017.03.15
Silver Medal in Vietnamese National Mathematics Olympiad
Vietnamese Ministry of Education and Training
Competition for applied mathematics in many fields such as modern and abstract algebra, geometry of plane, combinatorics and number theory
Certificates
Natural Language Processing | ||
Coursera | 2024-03-12 |
Publications
-
1916.03.20 Die Grundlage der allgemeinen Relativitätstheorie
Annalen der Physik
The publication of the theory of general relativity made him internationally famous. He was professor of physics at the universities of Zurich (1909–1911) and Prague (1911–1912), before he returned to ETH Zurich (1912–1914).
-
1905.06.30 Zur Elektrody/namik bewegter Körper
Annalen der Physik
It concerned an interpretation of the Michelson–Morley experiment and the properties of light and time. Special relativity incorporates the principle that the speed of light is the same for all inertial observers regardless of the state of motion of the source.
-
1905.03.18 Über einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt
Annalen der Physik
In the second paper, he applied the quantum theory to light to explain the photoelectric effect. In particular, he used the idea of light quanta (photons) to explain experimental results, but stressed the importance of the experimental results. The importance of his work on the photoelectric effect earned him the Nobel Prize in Physics in 1921.
Skills
Physics | |
Quantum Mechanics | |
Quantum Computing | |
Quantum Information | |
Quantum Cryptography | |
Quantum Communication | |
Quantum Teleportation |
Languages
German | |
Native speaker |
English | |
Fluent |
Interests
Physics | |
Quantum Mechanics | |
Quantum Computing | |
Quantum Information | |
Quantum Cryptography | |
Quantum Communication | |
Quantum Teleportation |
References
Professor John Doe | |
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam condimentum, diam quis convallis euismod, arcu mi ullamcorper lorem, a vestibulum nunc magna at sem. Sed in risus ac felis varius blandit. D |
Professor John Doe | |
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam condimentum, diam quis convallis euismod, arcu mi ullamcorper lorem, a vestibulum nunc magna at sem. Sed in risus ac felis varius blandit. D |
Projects
- 2018.01 - 2018.01
Quantum Computing
Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers.
- Quantum Teleportation
- Quantum Cryptography