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🙂 Hi there, I'm Lionel, a data analyst. 👋

Down-to-earth data analyst with a background in user experience, web, and marketing analytics in the software, marketing, and advertising industries. Experience includes identifying business requirements or opportunities, insight mining, visualisation, model development, minor devops, and presenting actionable insights to decision-makers in an agile environment.

🤩 Projects / Apps / Dashboards

👉 Link to the data & statistical analysis projects
👉 Link to the dashboards
👉 Link to the machine & deep learning projects

⚔️ Languages and Tools:

Aptitudes

  • Planning and implementing simple design experiment and AB testing.
  • Data analysis, plus dashboard storytelling and reporting.
  • Develop or optimise predictive and clustering model (from processing to deployment).
  • Develop conversational model with Rasa / ParlAi / Transformers.
  • Develop scrapers with Selenium.
  • Develop data pipeline for ETL with Prefect / Luigi.
  • Manage small project with Jira, Notion, or Trello.

Familiar Tools

  • Analytics – Python, R, SQL, Spark, Dask, MS Excel.
  • Dashboard – Streamlit, Tableau, Bokeh.
  • Interface – Fastapi, Django.
  • Devops – AWS, Git, Circle CI, Docker.
  • Database – PostgreSQL, Neo4J.
  • Marketing – Google Analytic & Ads, Ubersuggest, Hootsuite, LuckyOrange, Youtube Analytics.
  • Project management – Jira, Notion, Trello

🧐 Latest Blog Posts

👉 Link to the blog page...

Lionel Tay's Projects

astronvim-user-cfg icon astronvim-user-cfg

User custom configuration for AstroNvim. Check out this site for reference: https://github.com/AstroNvim/AstroNvim

compile-ticker-data icon compile-ticker-data

Automate the process of data collecting, preprocessing, and dashboard update for market analysis with Luigi pipeline tool.

site icon site

To showcase projects, apps, dashboards, and articles.

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