cv
Basics
| Name | Manh Nguyen |
| Label | PhD Student |
| 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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2024.10 - Present Geelong, VIC, Australia
PhD Student/Research Assistant
A2I2, Deakin University
- Hallucinations
- Reliability
- Large Language Models
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2022.06 - 2025.05 Hanoi, Vietnam
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2022.05 - 2024.10 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
- CPA: 3.28 (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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2025.05.04 Topic classification of vietnamese product reviews in e-commerce using PhoBERT
Journal of Marketing Analytics
This study uses a semi-supervised NLP approach, combining unsupervised topic modeling with a PhoBERT-based classifier to accurately categorize Vietnamese e-commerce customer reviews.
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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 | |
| pytorch | |
| 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
| Machine Learning | |
| Deep Learning | |
| Natural Language Processing | |
| Large Language Models | |
| Hallucinations |
| Data Science | |
| Data Engineering | |
| Data Analytics |