Data Engineer, Python, SQL, SPSS, AMOS, OpenCV, tensorflow-keras
Resume:
**************@*****.***
HCM City, Vietnam
Male
My current objective is to pursue a career as an
AI engineer. This path will provide me with a
deeper understanding of model development
and its practical application in real-world
problem-solving.
Python:
- Understanding of object-oriented
programming concepts, including data flow,
modules, packages, objects, classes, and
constructors.
- Familiar with popular libraries like Pandas and
Numpy.
- Using data visualization libraries like
Matplotlib and Seaborn.
- Work on projects that support my learning
journey with libraries for data science, deep
VO MANH THONG
Data Engineer
https://www.linkedin.com/in/th%C3%B4ng-
v%C3%B5-67b0aa237/
HO CHI MINH CITY UNIVERSITY OF TRANSPORT OCT
2013 - SEP 2018
Major: Transportation engineering
GPA: 7.1/10
HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY AUG
2019 - SEP 2021
Major: Transportation engineering
GPA: 8.4/10
WORKING WITH MY INSTRUCTOR June 2019 - Oct 2021
Graduate Student
Skill Set Utilized:
- Obtain survey questionnaires from Phu Yen and Hau Giang provinces and convert results to Excel.
- Perform Descriptive Analysis in SPSS, Explore Factor Analysis
(EFA).
- Perform Confirmatory Factor Analysis (CFA) in AMOS to test factor validity detected in EFA.
- Use Structure Model Equation (SEM) in AMOS to model causal relationships of factors in the hypothesis.
Responsibilities:
- Collecting data and transferring data to Excel.
- Data analysis.
- Writing a report on the results.
WORKING AT SNAPMART INC April 2022 - May 2023
Data Engineer
Skill Set Utilized:
- Combining data from multiple source tables in the database using SQL queries to fulfill requests from Finance and BI teams.
- Adding new alerts to the company bot using JavaScript.
- Creating small programs using Python to convert CSV file formats and import them into tables in databases.
- Conducting research on recommendation systems and using TensorFlow-Keras to build a NeuMF model for predicting scores of items suitable for each user.
Responsibilities:
- Building ETL pipelines to push data from tables in the Dataware house to tables in the Datamart by Nifi.
- Creating dashboards by superset.
- Checking and fixing issues regarding queries, and alerts. Github: https://github.com/VMThong/Recommendation-system COMPUTER VISION PROJECT August 2022 - Now
Postgraduate
Name: Motorbike-detection
Contact information
Objective
Skills
Education
Work experience
2022: An article titled "Determinants of Risky Riding Behaviors Among High School Students in Ho Chi Minh City, Vietnam" was accepted for the Proceedings of the 2nd ICSCEA 2021. 2020: IELTS 6.0 BY BRITISH COUNCIL VIETNAM
2021: BASIC PYTHON
2022: PYTHON DATA SCIENCE
learning, and computer vision, such as sklearn,
TensorFlow-Keras, and OpenCV.
SQL:
- Understanding SQL Query.
- Writing SQL queries to retrieve data from
PostgreSQL.
SPSS:
- Conducting statistical analyses such as
Descriptive Analysis, ANOVA, EFA, Statistical
Models
AMOS:
- Performing some statistics such as CFA, SEM
English:
- Reading and understanding documents in
English
- Listening and communicating basic
Reading the document:
- I frequently read documents related to
OpenCV and scientific articles in my spare time.
Join courses:
- On weekends, I usually enroll in programming
courses or university classes to get knowledge
about data science.
Goal:
- Using Python with the OpenCV module, I built a program that utilizes a YOLOv4-trained model to detect motorbikes and combines it with DeepSort to assign IDs to each motorbike.
- This program can extract coordinates and IDs to calculate the instant and partial speeds of each motorbike.
- The resulting data can be stored in a database and analyzed using statistical systems like R, SPSS, and AMOS.
Github:
https://github.com/VMThong/Motorbike-detection
Interests
Honors & Awards
Certifications
Contact this candidate