Le Tat Dat
Hanoi
Summary
Aspiring AI Engineer with a passion for leveraging cutting-edge technologies to solve complex problems. Currently pursuing a Bachelor of Data Science degree with a focus on artificial intelligence and machine learning. Solid foundation in programming languages such as Python and proficiency in data manipulation and analysis tools. Eager to apply theoretical knowledge in practical settings and gain hands-on experience in algorithm development, model training, and deployment. Strong analytical skills and a quick learner with the ability to collaborate effectively in multidisciplinary teams. Seeking an internship opportunity to contribute to innovative AI projects while furthering professional growth and development in the field.
Overview
1
1
Certification
Work History
Predict Tourist Arrival in Japan
GitHub: https://github.com/datle1907/Tourist-Arrival-in-Japan
10.2023 - 11.2023
- Forecasting the expected number of tourists arriving in Japan.
- Applying LightGBM, a high-performance machine learning framework.
- Compare performance when applying technique Optimization, Regularization,...
- Evaluated model performance using metrics such as Mean Absolute Error (MAE) and Mean Squared Error (MSE) .
Predict Pricing House in Ha Noi
GitHub: https://github.com/datle1907/Predict-Pricing-House-in-HN
10.2023 - 11.2023
- Spearheaded the development of a predictive model for house prices in Hanoi using machine learning algorithms.
- Implemented LightGBM, a powerful machine learning framework, to forecast property prices.
- Leveraged optimization techniques to optimize model parameters and improve prediction accuracy.
- Incorporated regularization methods such as L1 and L2 regularization to prevent overfitting and enhance model robustness.
- Evaluated model performance using metrics like Mean Squared Error (MSE) and R-squared.
Education
Degree of Data Science - Artificial Intelligence
FPT University
04-2025
Skills
- Programming Language: Python, R
- Machine Learning: Supervised Learning, Unsupervised Learning
- Deep Learning: Neural Network, CNNs, RNNs and Transformer
- Data Visualization: Matplotlib, Seaborn, and Plotly
- Data Handling and Preprocessing: Scikit-learn, Numpy, Pandas
- Frame work: Tensorflow, Keras, Pytorch
- Problem-Solving Skills
- Communication Skills
- Other : GIT, Github
- Language: VietNam, English
Certification
Scholarship: 30%
Timeline
Predict Tourist Arrival in Japan
GitHub: https://github.com/datle1907/Tourist-Arrival-in-Japan
10.2023 - 11.2023
Predict Pricing House in Ha Noi
GitHub: https://github.com/datle1907/Predict-Pricing-House-in-HN
10.2023 - 11.2023
Degree of Data Science - Artificial Intelligence
FPT University
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