Data Science Intern

DAT NGUYEN MINH HOANG

Data Science Intern

LinkedIn GitHub Email: **************@*****.*** Mobile: +849******** Location: 311/31 No Trang Long Street, Ward 13, Binh Thanh District, Ho Chi Minh City TECHNICAL SKILLS

Languages : Python, C++, SQL, R

Libraries : Tensorflow, Scikit-learn, Numpy, Pandas, PySpark, Matplotlib Databases : SQLserver

Dev Tools : Visual Studio Code, Jupyter Notebook, RStudio EXPERIENCE

Data Science Intern November 2022 – February 2023

TMA Solution Fulltime

• Research Data Pipeline Architecture and tools (Apache Spark, Apache Kafka )

• Research Deep Learning models for time series (RNN – LSTM, GRU; Transformer) and for clustering (SOM)

• Model deployment with LSTM for Vhealth data

• Visualize and denoise ECG data

EDUCATION

VNUHCM – University of Science Bachelor of Science in Data Science Oct 2020 – now Junior, GPA: 8.34/10

2020-2021: Scholarship encouraging study in 2nd semester 2020-2021 PROJECTS

Weather forecasting with LSTM model Source

* Handling with some Feature Engineer techniques and generating time series sample

* Hyperparameter tuning with Bayesian Optimization

* Build and evaluate LSTM model. Experiment with other Deep Learning model (GRU, CNN, Transformer) for time series

Recognize game Scissor-Rock-Paper Source

* Based on understanding of Convolutional Neural Network and take advatages of Tensorflow library to build a Detection model throughout many layers and paramaters CERTIfiCATIONS AND COURSES

• Coursera: Deep Learning; Introduction to DE, DS; Database and SQL

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