Data Science Full-Stack Developer

Ly GIA THUAN

CONTACT

+845********

************@*****.***

https://www.linkedin.com/in/giathuanly03/

SUMMARY

I am a final-year Data Science student at UEH College of Technology and Design, Vietnam.

I’m seeking a role as a Django Back-end Developer, and my ultimate goal is to become a

Full-Stack Developer with an understanding of big application structure.

EXPERIENCE

Magento Intern (PHP) - SmartOSC

May - September 2024

- Building REST APIs, GraphQLs, Debugging, integrating RabbitMQ, exploring eCommerce Business Logic.

SKILLS

Backend:

- Python

- PHP

Frontend:

- Basic HTML, CSS, JavaScript

Framework:

- Django, Magento, Laravel, ReactJS (Native)

API:

- REST API, GraphQL

API Testing:

- Postman

Database:

- MySQL, SQL Server (MariaDB)

Source Control:

- Git, GitHub

System:

- Linux, Docker

Other:

- Basic Machine Learning, Data Analysis knowledge.

EDUCATION

Bachelor - University Of Economics Ho Chi Minh City

Data Science - Overall GPA: 3.43 / 4

2021 - Present

Nguyen Thien Thanh High School for the Gifted

Student - Overall GPA: 8.3 / 10

2018 - 2021

CERTIFICATES

- IELTS Band 7.0 Overall (2021 - 2023)

PROJECTS

Relational Database Schema Design for a Fictitious Company

- Developed a relational database incorporating entities, keys, and executed queries.

Implemented validation using triggers, procedures, functions, and authorization.

BIRCH Clustering Application for Credit Users

- Performed clustering of credit users using the BIRCH (Balanced Iterative Reducing and

Clustering using Hierarchies) model. Fine-tuned the model parameters and evaluated its

performance using metrics (Davies-Bouldin index (DB), Calinski-Harabasz index (CH), and

Silhouette Score).

Data Crawling and Salary Prediction

- Performed crawling using BeautifulSoup4 and Request library and implemented a pipeline to

transform data into CSV. Preprocessed data, performed exploratory data analysis, and

predicted salary trends using regression models (Linear Regression, SVM, RandomForest).

eCommerce Fashion Shop with Django Framework

- Built a simple eCommerce web application with Django Framework including basic eCommerce

design flow (Custom Admin Site, Authentication, Cart, Order Creation, Payment Integration).

Food Recipe Application

- Built a Food Recipe Mobile Application with React Native, Django REST Framework APIs,

GraphQL, and JWT for Authentication.

GITHUB

https://github.com/Zathunly

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