Data Science, AI Engineer, Machine Learning Engineer

Mai Duc Thuan

Personal Data

Name: Mai Duc Thuan

Gender: Male

Address: Thu Duc, Ho Chi Minh, Viet Nam

Phone: +84-946-***-***

email: **********@*****.***

Family status: Single

Education

Aug 2019 - Now Bachelor degree in Data Science.

University of Information Technology

Module include: Introduction to Programming (90%), Data Structures and Algorithms (89%), Advanced Statistics and Prob- abilities (81%), Machine Learning (78%), Optimization and Appli- cations (79%), …

Competitions and Personal Projects

Mar 2020 -July 2020 Mall Customer Segmentation

• Learnt the purpose of the customer segmentation concepts, also known as market basket analysis.

• Performed exploratory data analysis on dataset using Python.

• Built Jupyter Notebook reports for investors.

• Create a clustering model to place customers in the right seg- ment.

Summer 2020 CTF WannaGame-Weekly #1 Competition

• Competed in answering puzzle (Jeopardy style CTFs) winning first place.

Sep 2020 - Jan 2021 Sentiment Analysis for Movies Reviews Using Deep Learning Approach

• This project aims to rate reviews using three classifiers and compare which gives better and more accurate results.

• Implemented three different models based on neural networks such as Bi-LSTM, CNN and RCNN into this task.

• My best result in this task is 89.82% of F1-score using RCNN model.

Skills

Languages Vietnamese (native), English (intermediate). Programming C/C++, Python, R, SQL.

Data Science Pandas, Numpy, Sklearn, Tensorflow.

Other LATEX, OR-Tools.

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