Health
AI Consultation Scribe
Draft visit notes from the consultation conversation for the doctor to edit
Advanced24h2–3
WhisperLLMNext.js
18/20#transcription hackathon ideas
13 ideas across 5 categories · 2 beginner · 6 intermediate · 5 advanced. Sorted by judging fit (editorial estimate).
Ideas tagged transcription
Productivity
Voice-to-Task Capture
Say a thought out loud and it becomes a dated, tagged task
Beginner8h1–2WhisperLLMNext.js17/20Productivity
Async Video Update Digest
Team members record short video updates and everyone gets a two-minute digest
Intermediate16h2–4WhisperLLMNext.js17/20Productivity
Screen Recording to SOP
Record a task once and get a step-by-step guide with screenshots
Advanced24h1–3WhisperFFmpegLLM17/20Productivity
Call Notes to CRM
After a call, speak a summary and CRM fields fill themselves
Intermediate14h1–2WhisperLLMPostgres17/20Productivity
Voice Memo to Blog Draft
Ramble for five minutes and get a structured blog draft in your voice
Beginner8h1WhisperLLMNext.js17/20A friendly daily phone call checks mood, meals and medicines
Intermediate16h2–3TwilioWhisperLLM17/20Jumps to the exact second in a long video where something was said or shown
Advanced48h2–4PythonWhisperVector DB16/20Drop an episode and get timestamps, chapter titles and show notes
Intermediate16h1–3WhisperEmbeddingsLLM16/20Show live captions of a talk and let each viewer pick their language
Advanced30h2–4whisper.cppSocket.IOLLM16/20See where in a call the customer got frustrated and why
Intermediate16h1–3WhisperLLMCharts16/20AI Agents
Agentic Meeting Assistant
Turns a 45-minute meeting into clear decisions and assigned tasks
Advanced48h2–4Next.jsWhisperLangChain16/20EdTech
Lecture Video to Quiz
Creates a quiz from any lecture recording
Intermediate24h1–3PythonWhisperLLM15/20