PHẠM ĐẮC TOÀN
DATA ANALYST
“
Short-term goals:
- To gain experience in a professional, dynamic corporate environment.
- Leverage my abilities to make a positive impact on the company's projects, goals, and overall work history.
Long-term goals:
- To achieve significant career advancement and long-term success in my field.
- To continue developing my skills and expertise while contributing to the company’s growth and innovation.
Project
12/2022 - 2/2023
Building a House Price Prediction
- Developed A Linear Regression Model To Predict Housing Prices Based On Various Features Like Location, Area, And Number Of Bedrooms.
- Cleaned and processed the dataset using Pandas and visualized insights using Matplotlib and Seaborn.
- Using: Python, Google Colab
- My responsibilities: Data preprocessing, Applying linear algorithms,
- Github: https://github.com/PhamDacToan/Building-a-House-Price- Prediction-Model-Linear-Regression
4/2023 - 6/2023
Stroke Risk Prediction
- Apply Logistic Regression and Random Forest Regression, evaluate and compare algorithms.
- Using: Python, exel, Google Colab
- My responsibilities: Data Mining, Data preprocessing, Applying Logistic Regression and Random Forest Regression
- Github:
https://github.com/PhamDacToan/Stroke_Risk_Prediction_with_Regr ession
3/2024 - 5/2024
Loan Default Prediction with PySpark
Phone numbers
****.***********@*****.***
Gender
Male
Education
Nguyen Tat Thanh university 9/2021 -
Today
DATA SCIENCE
Current Year: 3rd Year
Degree: Bachelor of Engineering in Data
Science (Expected Graduation: 2025)
Skills
- Programming Languages:
Python, SQL, R, with hands-on experience in
data analysis and machine learning.
- Data Processing:
Pandas, NumPy, Excel
-Databases:
SQL Server
-Visualization:
Matplotlib, Seaborn, Power BI, Exel
- Soft Skills:
Teamwork, Time Management Skill,Problem-
Solving Skills
- English Language Skills:
Basic proficiency in reading and writing
English, with fundamental speaking abilities.
- Big Data Technologies:
Apache Spark, Hadoop
Certificate
2023
Adress
PTTN, District 12, TP. HCM, Viet Nam
Date of birth
11/28/2003
y p
- Developed a machine learning model to predict loan defaults utilizing Python and Apache Spark. This project aimed to enhance the accuracy of credit risk assessments by leveraging large-scale data processing and advanced analytical techniques.
- Using: Python, PySpark
- My responsibilities: Data Collection and Preprocessing,Deployment and Optimization, Managed Data Pipelines
- Github:
https://github.com/PhamDacToan/BigData_Loan_Default_Prediction _using_Python_and_Spark
-Certificate in Introduction to Big Data, UC
San Diego
(https://www.coursera.org/account/accompli
shments/verify/LKHSL7NK8K6W)
- Cybersecurity for Everyone, University of
Marry Land
(https://www.coursera.org/account/accompli
shments/verify/UJ9GNSV9FKL2)
2024
Encouragement Award, Data Science
Competition Nguyen Tat Thanh University