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orcahmlee/README.md

Hi there, I am Andrew.

I am currently working as a Data Engineer and Data Analyst, besides I am a cross-domain engineer.:smile:

I had experienced in various domains, such as genetic engineering, metabolic engineering, fermentation engineering, filament spinning engineering, solvent recycling engineering, composite materials engineering, and full-stack development.

Base on the above experiences, I am good at communicating with people who work in different fields. Because of my experience in multiple domains and I am always thinking out of the box, I could provide some fresh ideas for a new project or solutions during brainstorming.

The above experiences do not seem to be related, but they truly connect each other by DATA.

EXPERIENCE

  • Data Engineer
    • Using machine learning to solve real-world problems.
    • Building and deploying the end to end machine learning web application.
  • Chemical Engineer
    • Prototyped the products of the thermoplastic composite materials.
    • Worked with the solvent recovery system which maximum capacity is 400 m3/day.
  • Reserch Assistant
    • Dedicated to Microbial Metabolism, Genetic Engineering and Bacterial Fermentation.

SKILLS (Data Science and Development)

  • Programming languages: Python, R, Bash, JavaScript, Java, Golang
  • Machine learning: Pandas, Numpy, Scikit-learn, XGBoost, Scipy, Sympy
  • Data visualization: Matplotlib, Seaborn, Plotly, Dash, Folium
  • Web scraping: Requests, Selenium, Beautiful Soup
  • Web development: Django, Flask, RESTful API, Celery, AJAX, jQuery
  • Operating system: CentOS 7, Ubuntu
  • Database: PostgreSQL, MySQL, SQL Server, Oracle Database
  • DevOps: git, Airflow, Nginx, Docker, Docker Compose, Jenkins
  • Cloud providers: GCP

SKILLS(Chemical Engineering)

  • Solvent recovery
  • Analytical Chemistry
  • Polymer Science
  • Microbial Metabolism, Genetic Engineering, Bacterial Fermentation

Pinned Loading

  1. orcahmlee.github.io orcahmlee.github.io Public

    This is my technical note.

    JavaScript

  2. lab-technical-code lab-technical-code Public

    This is my technical note.

    Jupyter Notebook 2 2