WRITING / IDEAS / EXPLAINERS
Technical write-ups, community notes and video experiments about what I'm building, learning and questioning along the way.
FEATURED ARTICLE / TOWARDS AI
SEARCH / ENGINEERING / EXPERIMENT
A reproducible comparison of dense semantic search, sparse BM25 and reciprocal-rank fusion over 12,868 PubMed titles and abstracts from the TREC 2018 precision-medicine pool. Embeddings caught meaning, BM25 preserved exact terminology, and reciprocal-rank fusion brought the signals together.
SHORTER NOTES / SHARED IN PUBLIC
Field notes from building software, using AI thoughtfully and bringing developers together.
ENGINEERING
What changed when medical retrieval had to preserve exact terms as well as semantic similarity.
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AI + LEARNING
A note from hackathon mentoring: review, debugging and ownership should stay with the learner.
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MODEL TEST
A deliberately small GPT-5.6 versus GPT-6 Astra experiment—not a benchmark.
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BUILDING IN PUBLIC
The model comparison unexpectedly crossed 100K views; a reminder that finished and shared beats over-polished.
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CREATIVE AI
Tools can produce frames; story, direction, pace and reference choices still belong to the maker.
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Looking beyond a polished demo to whether a team understands what it built.
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A reflection on ambition, pressure, and finding enjoyment in software again.
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From hand-written code notes to AI-assisted development, and the desire to understand the code.
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Short visual explanations and creative experiments shared with the developer community.
LET'S MAKE SOMETHING PEOPLE WANT TO JOIN
Events, developer stories, product launches, or a new idea still taking shape.
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