cv
Basics
Name | Manh Nguyen |
Label | Data Scientist |
manhnh594@gmail.com | |
Url | https://manhitv.github.io |
Summary | I am passionate about working with data to solve real-world problems. I am interested in all aspects of data science, and particularly in data engineering, applying machine learning and deep learning models, and building robust and scalable data-driven systems. |
Work
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2022.06 - Present Hanoi, Vietnam
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2022.05 - Present Hanoi, Vietnam
Data Scientist
XPON Technologies Group (ASX:XPN), Representative Office
My work focuses on developing the data science portion of Wondaris (a Customer Data Platform product)
- Identity resolution
- End-to-end machine learning
- Automate feature suggestion
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2021.04 - 2022.05 Hanoi, Vietnam
Senior Data Scientist
Vingroup JSC
My work focused on building data warehouses and solving data science problems of VinHomes (a subsidiary of Vingroup)
- ETL data and building data warehouse
- Analytical reporting
- Entity matching development
- Lead scoring
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2020.09 - 2020.11 Hanoi, Vietnam
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2020.03 - 2021.03 Hanoi, Vietnam
Data Scientist
Viettel Digital
My work focused on building Machine Learning models to improve the operation of products on ViettelPay ecosystem
- Lead generation
- Credit scoring
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2019.04 - 2020.03 Hanoi, Vietnam
Machine Learning Engineer
3S Intersoft JSC
My work focused on applying machine learning to solve natural language processing and computer vision problems
- Sentiment analysis
- Object detection, object recognition
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2017.07 - 2019.03 Hanoi, Vietnam
Telecommunications Engineer
Viettel Aerospace Institute (VTX)
Research on preliminary design of satellite telecommunications system
Education
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2012.08 - 2017.06 Hanoi, Vietnam
Bachelor of Science
Hanoi University of Science and Technology (HUST)
Electronics and Communications Engineering
- Honors Program
- Rank: 3rd/22
Awards
- 2020.10.31
- 2015.04.30
Second prize in Vietnam Mathematics Olympiad for University Students
Vietnam Mathematical Society
- 2013.04.30
First prize in Vietnam Mathematics Olympiad for University Students
Vietnam Mathematical Society
Certificates
Data Engineer | ||
Google Cloud | 2022-12-31 |
Machine Learning Engineer | ||
Google Cloud | 2022-09-30 |
Publications
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2019.04.30 Representation Learning for Early Sepsis Prediction
Computing in Cardiology
As part of the PhysioNet/Computing in Cardiology Challenge 2019, we propose a neural network called AEC-Net to early detect sepsis based on physiological data.
Skills
Programming | |
Python | |
PySpark | |
SQL |
Machine learning libraries | |
scikit‐learn | |
numpy | |
pandas | |
tensorflow/keras |
Cloud tools | |
Google Cloud Platform |
Data visualization tools | |
Tableau | |
Power BI | |
Google Data Studio | |
matplotlib/seaborn/plotly |
Languages
Vietnamese | |
Native speaker |
English | |
Proficient |
Interests
Data science | |
Large Language Models | |
Explainable Machine Learning | |
Data Engineering | |
Applied Machine Learning | |
Deep Learning |