~/chandan-satwani
/projects
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Projects
Things I've built end to end, with the reasoning behind them.
pulsedesk-os/ solo, MIT
case study
PulseDesk OS
An auditable support console where code owns the workflow and the model owns the judgments.
triage
›
recall
›
dispatch
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draft
›
verify
whybook/ solo
case study
WhyBook
A chemistry tutor that explains the what, the why and the real world, small enough to run on a laptop.
data
›
qlora
›
gguf
hail-mary/ solo
case study
Hail Mary Distilled
A compact model fine-tuned to reason calmly under uncertainty, and to say it doesn't know when it doesn't.
seed
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qlora
›
merge
›
hub