Information Technology Ho Chi

Doan Le Giang Nam

Data Intern

091******* **************@*****.*** Thu Duc, Ho Chi Minh

SUMMARY

Senior student majoring in Information Technology at the University of Information Technology, seeking an internship opportunity to apply acquired knowledge and gain practical experience. Possess a growth mindset and wish to learn from everyone I have a chance to work with. Eager to contribute to a dynamic team and develop my skills in a professional environment.

EDUCATION

Information Technology Senior student

University of Information Technology - VNUHCM

2021 - Present Thu Duc, Ho Chi Minh

GPA

3.2 4.0

EXPERIENCE

Red light violations detect system

Course project

> GitHub

This project used computer vision to solve traffic problems. As the problem of ignoring traffic lights is increasing in Vietnam, we create a system to detect vehicles ignoring traffic lights to minimize this problem. Number of members: 2

My roles: Collecting and preprocessing data, training model. Technologies: Python, Roboflow, Yolov8, SORT, OpenCV, TensorFlow. Responsibility: Vehicles are detected and tracked from traffic cameras. Vehicles that cross the stop line when the light is red will be marked as a "Violated".

Outcome: In the best weather and lighting conditions, the system's accuracy can be up to 93%.

Diabetes prediction

Self practice project

> GitHub

This project used knowledge of machine learning and data processing to predictive problem. Predict diabetes in patients based on their medical history and demographic information.

Technologies: Python, Z-Score, Standard scaler, One-hot encoding, KNN, Random Forest,Logistic Regression.

Responsibility: Based on demographic data of patients with and without a history of diabetes to predict disease.

Outcome: the random forest model provides the best results up to 97%.

LANGUAGES

English Proficient Japanese Advanced

STRENGTHS

Data Analysis Proficiency

Transformed complex data into

understandable reports leading to a 30%

increase in effective decision-making.

Team work

Strong at collaboration, communication

and actively listen others' ideas to

ensure achieve goals effectively

together.

SKILLS

SQL Python R

Pandas NumPy matplotlib

Power BI Excel Tableau

Data Collection Data Modeling

CERTIFICATION

Google Data Analytics

An accredited online course provided by

Coursera.

PASSIONS

Data Processing

Use Python and libraries to clean,

normalize, and transform data

Data Visualization

Create charts to visually display the

data, helping to easily identify trends

and patterns.

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