Daniel Seto

Data Science Immersive Graduate at General Assembly
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Contact Information
us****@****om
(386) 825-5501
Location
Singapore, SG
Languages
  • English Native or bilingual proficiency
  • Chinese Native or bilingual proficiency

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Bio

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Credentials

  • Azure Databricks & Spark For Data Engineers (PySpark / SQL)
    Udemy
    May, 2023
    - Oct, 2024
  • Tableau 2022 A-Z: Hands-On Tableau Training for Data Science
    Udemy
    Mar, 2023
    - Oct, 2024
  • The Ultimate MySQL Bootcamp
    Udemy
    Feb, 2023
    - Oct, 2024
  • Data Science Immersive | 480 hours
    General Assembly
    Jan, 2023
    - Oct, 2024

Experience

  • General Assembly
    • United States
    • Higher Education
    • 700 & Above Employee
    • Data Science Immersive Graduate
      • Oct 2022 - Present

      Completed 3-month, full-time, project-oriented bootcamp specializing in Python for Data Science, with introduction to SQL, Scala, Spark and Flask. Completed projects: - Capstone Project (Film Content Rating and Genre Classification) A Natural Language Processing (NLP) project using film script to predict the classification of content rating with consumer advice so as to protect the young from mature content while allowing more viewing choices for adults. Film scripts and content rating were webscraped from online platforms. Analysis on the important factors that contributed to the content ratings. - Side Project (Olist Overview Interactive Dashboard on Tableau) Dashboard that provides overview and insights on the state’s performance and recommendations on the marketing strategy based on the top 5 items and product categories. - Project 4 (Predicting West Nile Virus Infection of Mosquitos in Chicago) Built classification model to predict the areas where mosquitoes are likely to carry the West Nile Virus in Chicago. Devised strategies to effectively and efficiently tackle the mosquito problem and create a desirable cost-benefit analysis. - Project 3 (Classification of Subreddit posts – CatAdvice vs DogAdvice) A NLP project to classify posts with model performance of 90% for accuracy score and F1 score. - Project 2 (Ames Housing Sale Price Prediction) Built a regression model with high R-squared score of 89% to predict the sale price of a house based on influential factors. Analysis of the importance of these factors and provision of investment recommendations. - Project 1 (Standardized Test Analysis) Identified trends through data visualizations and combined data analysis with outside research to address problem statement. Show less

  • Singapore General Hospital
    • Singapore
    • Hospitals and Health Care
    • 700 & Above Employee
    • Senior Executive
      • May 2020 - Sep 2022

      Support for Clinical Services Operations and Projects, Division of Medicine• Automated the daily medical team’s workload reports using R Programming to facilitate medical manpower deployment in a timely manner.• Managed funds of more than S$120,000 in various departmental accounts.• Supervised a team of 4 administrators and administered the day-to-day clinical operation matters such as planning of the monthly rosters, provision of clinical reports and management of resources.• Assisted in identifying and solving service gaps, and participated in quality improvement opportunities to ensure high quality and safety standards in clinical practice.• Coordinated projects from end-to-end, including scoping of project, budgeting, preparing application for funding, preparing approval papers, funds administration and closure of project. Show less

    • Executive
      • Sep 2015 - May 2020

      Support for Clinical Services Operations and Projects, Division of Medicine• Provided workload and clinical reports as well as secretariat support to Centres’ directors.• Created excel dashboard for tracking and management of doctors who required supervision. • Supervised the monthly manpower planning and deployment of over 200 doctors and ensured that the daily operational needs were well supported.• Devised the emergency response plan which includes activation and deployment of over 200 doctors.• Participated in quality improvement projects to improve the quality and safety in clinical practice. Show less

Education

  • Nanyang Technological University
    Bachelor of Science - BS, Chemistry and Biological Chemistry
    2011 - 2015

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