Application for Python Developer Position - Part-time Internship

EDUCATION ABOUT ME

VNUHCM - University of Science

Major in computer science

**/****-**/****

SKILLS

Python 3

Jupyter Notebook

C/C++

Julia

HTML, CSS, JS

MS SQL

MongoDB

PROJECTS

Analyze data with linear and polynomial regression 12/2023-12/2023

Cluster complex data points

11/2023-12/2023

Analyzing predictions of potential items

11/2023-12/2023

GPA: 8.71/10

Having a solid foundation in

data mining and the ability

to gather, visualize, and

comprehend data.

Pro cient in key mathema-

tical concepts crucial for

data processing, including

probability statistics, linear

algebra, and calculus.

Pro cient in various machi-

ne learning algorithms such

as decision trees, frequent

itemsets mining (FIM), K-

nearest neighbors (KNN),

Apriori, K-means, and

others.

Based on the projects I have undertaken during my academic journey, I can assess myself as being capable of working e ectively both independently and in a team se ing. I possess strong communication skills and the ability to articulate ideas clearly and accurately. Furthermore, with a foundation in mathematics and various machine learning algorithms acquired through my academic studies and self-learning from both school resources and the internet, I am always seeking opportunities to apply my knowledge in practical scenarios and contribute value to organizations. Lastly, I consistently strive for self-improvement, remaining proactive and keeping abreast of the latest trends and advancements in my eld.

Role: Developer

Description:

Using the Julia language to build a predictive model for data distributed linearly or exponentially.

Github Repo:

h ps://github.com/thuanphat03/Analyze_data_with_linear_and_polynomial _regression

Role: Developer

Description:

Using the Julia language and SVM methods such as perceptron, soft-margin, hard-margin, SMO, and dual-SVM to build a clustering model for complex multi-label data types like exponential and spiral distributions. Github Repo:

h ps://github.com/thuanphat03/Cluster_complex_data_points Role: Developer

Description:

Using Python language and Jupyter Notebook with FIM methods such as FP- Growth, Apriori to derive association rules and thereby identify potential items often purchased together.

Github Repo:

h ps://github.com/thuanphat03/Analyzing_predictions_of_potential_items 1 of 2

TRẦN THUẬN PHÁT

P Y T H O N D E V E L O P E R

PRIZES AND

AWARDS

Top 2 school-level scienti c

innovation competition

Tran Khai Nguyen high school

2020-2021

In the top 40 BLIT contest

University of Science

2021-2022

LANGUAGES

English

REFERENCES

Trần Thuận Phát

Data processing - Grab

093*******

ad4h1s@r.postjobfree.com

INTERESTS

Play soccer

Listen to music

Watch movies

History

Capable of listening, speaking,

reading, and writing at an

intermediate level.

2 of 2

Classi cation and clustering

11/2023-12/2023

Data preprocess

10/2023-11/2023

CERTIFICATES

CS50's Introduction to Computer Science

2022-2023

Description:

AI Hackathon Face Analysis Challenge

2023-2024

Description:

ACTIVITIES

Voluntary blood donation

Blood donor

07/12/2023-07/12/2023

The Green Shelter activities 2022 at the Tam Binh Children's Protection Center. Volunteer

27/08/2022-27/08/2022

Role: Developer

Description:

Using Python language and Jupyter Notebook to classify binary data with decision trees using the ID3 algorithm and cluster data with the K-means clustering algorithm.

Github Repo:

h ps://github.com/thuanphat03/Classi cation_and_clustering Role: Developer

Description:

Utilize the WEKA tool to analyze and evaluate the Breast Cancer, Weather, and Credit in Germany datasets. Then, use the Python language to perform data preprocessing.

Github Repo:

h ps://github.com/thuanphat03/Data-preprocess

An entry-level course taught by David J. Malan, CS50x teaches students how to think algorithmically and solve problems e iciently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, Python, SQL, and JavaScript plus CSS and HTML.

Link Drive:

h ps://drive.google.com/ le/d/1lE0gwVAtad71o12sXxHBTR_W2JMH1TB3/view

usp=sharing

Completed the rst round with the topic "Comprehensive face data analysis - Comprehensive Face Analysis".

Link Drive:

h ps://drive.google.com/ le/d/1GGHP-

zsG2i8SMOhp8nxkhws96ssCj5nH/view?usp=sharing

Has donated 350ml at the Blood Transfusion Hematology Hospital. Local community assistance activities and organizing games for children.

Contact this candidate