📷 Information

• Name: PHAM TRAN TAN TAI
• Github: https://github.com/JackPham28
• Email: taipham28@gmail.com

🏃 Experience

Construction and Investment Co., ltd TPCONS (2019-2022)

Technical member

• Design and advise technical solutions.
• Site manager
• Operation:
  • Design, advise, and construct rooftop solar systems.
  • Contractor, sub-contractor

🖥 Skills

• Languages: Python, SQL, R
• Frameworks: Spark, Hadoop, Hive, Pig, Flink
• Libraries: Pandas, NumPy, SciPy, Matplotlib, Seaborn
• Databases: PostgreSQL, MySQL, MongoDB, Cassandra
• Tools: Jupyter Notebook, IntelliJ IDEA, Visual Studio Code

🗨️ English

• TOEIC 615

📑 Project

Analytic Hotel Advertisement Strategy

• Given a dataset about the number of clicks to web relate to hotel follow the time, the task is to analyze the strategy of hotel advertisement.
• Tasks:
  • Read and explore data with POWER BI
  • Clean data: handle null value, format datatype, wrangling data in POWER BI
  • Visualize data: build some charts to get the feature or insights by POWER BI
  • Recommendation: Combine domain knowledge with data insights suggest the solution, and plan to optimize business.

Prediction Loan Pay Off Machine Learning Model

• Build an ML model to predict that someone has have potential to pay off the loan based on personal information.
• Tasks:
  • Read and explore data with Python and libraries.
  • Clean data: delete redundant information, format data, encode data, normalization data, ...
  • Handling imbalanced data.
  • Build ML models and appreciate their accuracy: KNN, Decision Tree, Random Forest, Logistic Regression, SVM, ...
  • Pick the best-fit model for the target.