#automation hackathon ideas

7 ideas across 5 categories · 1 beginner · 4 intermediate · 2 advanced. Sorted by judging fit (editorial estimate).

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Fintech
Bank Statement PDF to CSV
Convert bank statement PDFs into clean CSV in seconds
Intermediate14h1
PDF.jsPythonNext.js
17/20
Fintech
Email Receipts to Ledger
Automatically turn purchase receipts in email into bookkeeping entries
Intermediate14h1–2
Gmail APILLMPostgres
17/20
AI
Support Ticket Auto-Triage
Incoming tickets get a category, urgency and suggested reply automatically
Intermediate14h1–3
EmbeddingsLLMPostgres
16/20
Productivity
Document Template Filler from CSV
Generate 200 personalised letters or certificates from a template and a sheet
Beginner8h1
Next.jsReact-PDFCSV
16/20
Productivity
Focus Time Defender
Automatically protect focus blocks on your calendar based on your workload
Intermediate12h1
Calendar APINext.jsLLM
16/20
Gaming
Automated Playtester Bot
A bot that plays your web game and reports bugs and difficulty spikes
Advanced24h1–2
PlaywrightNode.jsECharts
16/20
AI Agents
Web Form Filling Agent
Completes repetitive multi-step web forms from a short instruction
Advanced48h2–4
PythonPlaywrightLLM
15/20

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