intentions, goals, and plans

  • To be better prepared for a more data-heavy role, I will learn data engineering tools by completing the projects outlined below by the end of August 2025.
  • To prepare myself for an emergency career switch, I will improve my hard technical skills by practicing Leetcode for 10 minutes a day.

to-do

  • Read data science textbook
  • Learn Python basics and familiarize self with tech stack
  • Project
    • Broken link crawler?
    • Wikipedia rabbit hole
      • Weighted size of nodes based on relevance

resources

tech stack

  • Python
  • PostgreSQL
  • D3.js
  • spaCy
  • Neo4j

resources

tech stack

  • Python
  • PostgreSQL
  • D3.js
  • spaCy
  • Neo4j

projects

project ideas

  • Book or anime recommendations based on scraped reviews
    • Problem: my partner and I couldn’t decide what we wanted to watch
    • Taste matcher? Taste profile maker??? That trading card style skill web with sentiment analysis? Paste link of anime and we’ll tell you how well it matches your taste profile using NLTK
    • Keyword matcher make array by only adding words that are not in the top 50 most common English words
    • Nested table with related shows uid
    • Also match sentiment score