Language
NLP, text analysis, and how humans talk to machines
Projects
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How I Prompt 2025
Year-in-review visualization of your Claude conversations
PythonClaude AIData Visualization -
Local LLM Bench
Benchmark local LLMs on structured data extraction accuracy
LocalAIMLXOllamaPython
Writing
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How I De-Vibed a Vibe-Coded NLP App
Earlier in the year, I used AI to build me a prompt analyzer app in 20 mins. It took me weeks to wade through the slop and apply the right methods to make it work correctly.
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What 4,887 AI prompts say about how we talk to machines
I analyzed a year of my Claude conversations. The patterns were more revealing than the content itself.