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dcchang/README.md

Hi ๐Ÿ‘‹, I'm David Chang

Welcome to my GitHub!

I am a full-stack software engineer currently working at Moderna on internal web apps supporting preclinical operations. I studied biomedical engineering at the University of Michigan, and since graduating, I have been developing machine learning models for antibiotic drug combination screening. I am also building an investing web application for people to share market sentiment and learn about the stock market.

I aim to continue to apply myself towards data science problems in biology and medicine, and to develop the computational skills and foundations needed for a successful career as a machine learning engineer. I am also continuing to improve my skills in full-stack web development.

Long-term, I would love to work on robotic technologies, or work on applications that advance the development of genetic engineering. My dream is to help colonize Mars and assist in efforts towards manned deep-space exploration.

My Development Skills

export default myDevelopmentSkills = () => ({
  technologies: {
    'Data Science': {
      Languages: ['Python', 'MATLAB'],

      'Python Libraries': ['NumPy', 'pandas', 'scikit-learn'],

      Databases: {
        SQL: ['BigQuery'],
      },
    },

    Frontend: {
      'Web Standards': ['HTML5', 'CSS3', 'JavaScript', 'TypeScript'],

      'Javascript Frameworks': ['Anuglar', 'Angular.js', 'React.js', 'Next.js'],

      'CSS-in-JS': ['@emotion/react', '@emotion/styled'],

      Charting: ['Chart.js', 'react-chartjs-2'],

      'State management': ['Redux Toolkit', 'React Redux'],
    },

    Backend: {
      Languages: ['Node.js'],

      'Node.js Frameworks': ['Express.js'],

      Websocket: ['ws', 'socket.io'],

      Databases: {
        NoSQL: ['Firebase', 'MongoDB', 'Redis'],
        relational: ['PostgreSQL'],
      },

      DevOps: ['Git', 'AWS CodeDeploy', 'CI/CD'],

      'Web Hosting': ['AWS', 'Heroku'],

      Architectures: ['RESTFul', 'WebSocket', 'Monolithic', 'Microservices'],
    },
  },
});

Pinned Loading

  1. coding-practice coding-practice Public

    Coding practice to learn topics such as DSA, bioinformatics, etc

    Jupyter Notebook

  2. EECS-464-P2-Cyan EECS-464-P2-Cyan Public archive

    A simulation of a serial manipulator with a pen end effector that can draw closed shapes on a 2D plane in 3D space.

    Python 1

  3. ai-bme-final-project ai-bme-final-project Public archive

    Predicting primary biliary cirrhosis patient outcomes with different machine learning algorithms.

    HTML

  4. FlexiCapture FlexiCapture Public archive

    Software for a wearable device used to measure finger motion for patients recovering from brachial plexus nerve reconstruction surgery.

    C++ 1

  5. gene-variant-extractor gene-variant-extractor Public archive

    Extracting gene variants from supplemental data files of human genomics research articles.

    Python

  6. web-app-tutorials web-app-tutorials Public

    TypeScript