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dianaow/README.md

Hi there ๐Ÿ‘‹

I am a Web Developer with expertise building data-rich web applications, creative visual interfaces and interactive business intelligence dashboards. My specialisation is in relationship mapping through network/graph visualization with D3.js, PIXI.js and Neo4j.

Know-how:

  • Designing and creating data viz, from simple chart types to custom high-density visuals, with Javascript/Python in either object oriented or functional paradigm
  • Creating React/Next.js or Svelte-based web applications from the ground up
  • Creating reusable and responsive UI layouts and components with CSS/Tailwind CSS/Chakra UI from existing Figma designs
  • Designing and creating network/graph visualizations with D3.js, PIXI.js
  • Neo4j set-up, graph modelling, data import, cypher querying
  • Handling complex data structures and creating data processing pipelines
  • Creating backend-for-frontend APIs with Node.js, Express or Flask
  • Postgresql database (Supabase) set-up, schema creation and querying
  • App deployment to platforms such as Vercel, Netlify, AWS.
  • App testing with Jest

Recent interest:

  • Generative AI: Knowledge graph construction from unstructured and structured documents with LangChain, LLM, OpenAI, Neo4j
  • Generative AI: Neo4j graph-based Retrieval-Augmented Generation (RAG) system, experimenting with various RAG techniques
  • Prompt engineering

Please reach out to me on Contra or Upwork if you are interested to hire me or work together on a project!



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  1. flask-react-d3-celery flask-react-d3-celery Public

    A full-stack dockerized web application to visualize Formula 1 race statistics from 2016 to present, with a Python Flask server and a React front-end with d3.js as data visualization tool.

    JavaScript 42 7

  2. d3-network-time d3-network-time Public

    d3 plugin to create a temporal network visualization

    JavaScript 18 3

  3. singapore_stories singapore_stories Public

    Exploring and visualizing datasets related to Singapore issues

    Jupyter Notebook 1

  4. vizforsocialgood vizforsocialgood Public

    My entries for the #vizforsocialgood challenges

    Jupyter Notebook 2 1