Summary
Work History
Education
Skills
Extracurricular
Timeline
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Nontapat Suttayamully

Nontapat Suttayamully

Bangkok

Summary

A Data Science & Industrial Mathematics student at Mahidol University, skilled in SQL, machine learning, and data analytics. Experienced in database design, predictive modeling, and business pitching. Actively engaged in team projects, university sports, and student activities, with a passion for problem-solving, collaboration, and applying data-driven insights to real-world challenges

Work History

Hospital Management System in SQL

  • Built an SQL database to manage hospital records efficiently.
  • Designed an ER diagram for patients, doctors, appointments, and billing.
  • Used normalization to make data storage faster and cleaner.
  • Created queries to track patients, treatments, and payments easily.
  • Developed user-friendly views for doctors to access patient info quickly.
  • Ensured data security to protect patient records.

Heart Disease Prediction Using Logistic Regression

  • Developed a predictive model for heart disease using logistic regression on Kaggle's dataset.
  • Implemented data preprocessing, feature engineering, and statistical modeling in R.
  • Conducted data visualization (box plots, bar plots) to analyze risk factors like age, cholesterol, and chest pain type.
  • Utilized stepwise regression (AIC-based selection) to optimize model performance and reduce overfitting.

Business Pitching

EGG Digital
  • Developed and pitched a data-driven media strategy to optimize brand visibility and customer engagement.
  • Conducted market research and competitive analysis to identify key growth opportunities.
  • Designed and presented a media plan proposal leveraging big data insights to increase Brand H's market share.
  • Implemented targeted advertising campaigns, including social media, personalized emails, and retargeting ads.
  • Focused on boosting online sales, customer retention, and loyalty program optimization.

Education

Mathematics-Science English Program

Nawamin Thrachinuthittriam Udomsuksa Nomklao
01-2022

Bachelor of Science - Industrial Mathematics And Data Science

Mahidol University
04.2001 -

Skills

  • Python programming

  • Database programming and SQL

  • R programming

  • Excel and VBA

  • Data Brick

  • Power BI

  • Adaptability and flexibility

  • Time management abilities

  • Team collaboration

Extracurricular

  • Represented my faculty and secured 3rd Runner-Up position in the Mahidol University All-Faculty Football Competition.
  • Served as a group leader in the freshman orientation camp at Mahidol University, guiding and mentoring new students.

Timeline

Bachelor of Science - Industrial Mathematics And Data Science

Mahidol University
04.2001 -

Hospital Management System in SQL

Heart Disease Prediction Using Logistic Regression

Business Pitching

EGG Digital

Mathematics-Science English Program

Nawamin Thrachinuthittriam Udomsuksa Nomklao

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