Khang Tan

About Khang Tan

I’m a Data Scientist who’s passionate about solving real-world problems with data. Coming from a healthcare revenue cycle management background, I’ve developed skills in building machine learning models, crafting data pipelines, and using AWS cloud tools. I love digging into complex data to deliver insights that help businesses make smarter decisions and streamline operations. I’m always eager to learn new things, value collaboration, and am committed to continuously learning new approaches to drive meaningful impact. A few key qualifications and strengths I offer include the following:• Programming Languages: Python (Matplotlib, NLTK, NumPy, Pandas, scikit-learn), R (dplyr, ggplot2, readr, shiny, tidyverse), SAS, SQL• Application: Alteryx, Excel, GitHub, JMP Statistical Software, Jupyter Notebook, Oracle, Orange Data Mining Software, Power BI, Tableau, Visual Studio Code• Big Data: API, BigQuery, Databricks, Hadoop, Hive, Microsoft SQL Server, Spark• Cloud Computing: AWS (S3, Glue, Lambda, SageMaker, Athena, RDS, Step Functions, CloudShell, Secrets Manager, QuickSight), Google Cloud Platform, Linux, Microsoft Azure, Windows• Agile: Confluence, Jira, Monday.com, SCRUM, Trello• Methodologies: Big Data Analytics, Cloud Computing, Cluster Analysis, Data Analysis, Data Integration, Data Visualization, ETL Process, Forecasting, Machine Learning, Natural Language Processing, Optimization Analysis, Predictive Modeling, Project Management, Simulation Analysis, Statistical Analysis• Language Proficiencies: English, Mandarin, Cantonese, Hokkien, Malay

Experience

1. Data Scientist

   Tractor Zoom

   Jun 2025 — Present

Education

• Upper Iowa University

  Bachelor of Science (B.S.), Psychology and Communication

  2012 — 2016

• The University of Iowa Tippie College of Business

  Master of Science - MS, Business Analytics