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The core generation flow — audio in, polished script out. Architected the pipeline and shipped the V0 single-page interface.
View projectPer-platform formatting (YouTube / TikTok / Reels) with a smarter parser that strips filler and surfaces the actual point inside long voice memos.
View projectServer-side proxy keeping API keys off the client and adding a per-user rate-limit layer — the unlock for public beta.
View projectRandomized question order, spaced-repetition loop, and localStorage progress tracking so sessions resume cleanly across devices.
View projectFree-response questions graded by Llama 3.3 70B via Groq — runs entirely client-side with no backend, returning rubric-scored feedback in seconds.
View projectContent-agnostic deck loader — any subject can be dropped in. Built decks so far: AP World History, AP Precalc.
View projectWhen my AI agents access vault files, graph nodes pulse with their color, the file explorer glows, and connections render as live synapses. A transparency layer for an agentic personal knowledge system.
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