~/talk

Programming for Yourself

Talkat PyCon US 2025 · 2025-05-16..05-18· [career-development]
links:none on file
slides:none on file

Built a chord identification trainer as a simple web app (static site generator + JavaScript) deployed to a tablet with a cat-based reward system — it works well enough for a child to reach identification of 13 chords. Turned audiobooks into segmented RSS feeds, iteratively evolving from a static HTML generator to Flask + SQLite, Dockerized deployment, and an FFmpeg-backed dynamic programming solution that merges/splits files toward ~1-hour chunks. Small experiments use Colab + Matplotlib/Numpy (2.2× pulley leverage) and Anki + LLMs/whisper for sentences and transcription.

AI-written summary · about

  1. 0:00Programming for personal projects
  2. 1:26Apps as home-cooked meals
  3. 2:52Chord trainer for my son
  4. 5:18Collaborating with my son
  5. 6:20Connecting through the project
  6. 7:02Why no monetization
  7. 9:11Turning audiobooks to podcasts
  8. 11:58Evolving the audiobook app
  9. 13:03Projects grow with skills
  10. 14:25Audiobook segmentation with DP
  11. 16:12Personal projects for questions
  12. 16:33Testing gym equipment data
  13. 17:57Optimizing podcast volume
  14. 19:20Enhancing Anki with JS
  15. 20:43Spanish sentences with LLMs
  16. 22:10Extracting vocabulary from ebooks
  17. 23:13Small projects grow big
  18. 23:36LLMs in bespoke apps
  19. 24:41LLMs for quick automation
  20. 25:22LLMs as program components
  21. 26:05Transcribing with Whisper
  22. 26:48Beyond software with hobbies
  23. 27:49Lessons from tech projects
  24. 28:51Projects need not pay
  25. 29:14Automating Houston traffic
  26. 29:58Share personal projects
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