#literacy hackathon ideas

12 ideas across 4 categories · 5 beginner · 7 intermediate · 0 advanced. Sorted by judging fit (editorial estimate).

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Fintech
True-Cost Loan Comparator
Compare loans by total cost including fees, not just the headline rate
Beginner8h1–2
Next.jsChartsLLM
17/20
Fintech
Tax Deduction Checklist Bot
Answer a few questions and get the deductions you may be missing
Beginner10h1–2
Next.jsLLMJSON rules
17/20
Fintech
Portfolio News Explainer
Explain why your holdings moved today in plain language
Intermediate14h1–2
LLMMarket data APINext.js
17/20
Fintech
Payment Scam Message Detector
Paste a suspicious payment message and get a scam risk verdict
Intermediate14h1–2
LLMNext.jsClassifier
17/20
Fintech
SIP vs Lump Sum Visualizer
See how investing monthly compares to investing at once over history
Beginner8h1
Next.jsECharts
17/20
Fintech
Insurance Policy Explainer
Upload a policy and get covered, not covered and waiting periods explained
Intermediate14h1–2
MarkItDownLLMNext.js
17/20
Health
Lab Report Explainer
Explain lab values in plain language and list questions to ask the doctor
Intermediate12h1–2
MarkItDownLLMNext.js
17/20
Health
Discharge Summary in Plain Language
Turn a discharge summary into simple instructions, medicine schedule and warning signs
Intermediate12h1–2
LLMNext.jsTranslation
17/20
EdTech
Read-Aloud Fluency Coach
Children read aloud and get words-per-minute and tricky words
Intermediate16h2–3
WhisperNext.jsCharts
17/20
Social Good
Voice-First Government Form Filler
Fill government forms by answering spoken questions in your language
Intermediate16h2–3
WhisperLLMNext.js
17/20
Fintech
Teen Allowance and Chores App
Teens earn allowance by chores and learn to budget with parent oversight
Beginner10h1–2
Next.jsSupabase
16/20
Fintech
Personal Inflation Index
Calculate your own inflation rate from what you actually buy
Beginner10h1
Next.jsCharts
16/20

Ideas tagged literacy

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