#data science hackathon ideas

5 ideas across 2 categories · 0 beginner · 2 intermediate · 3 advanced. Sorted by judging fit (editorial estimate).

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AI
Ask Your CSV in Plain English
Upload a CSV, ask a question and get a chart plus the SQL that produced it
Intermediate14h1–2
DuckDBLLMCharts
18/20
AI
Few-Shot Image Dataset Labeler
Label 20 images and let the model suggest labels for the next thousand
Advanced28h2–3
PythonCLIPEmbeddings
16/20
AI
Privacy-Safe Synthetic Dataset Maker
Generate realistic fake data with the same shape and stats as your real data
Intermediate16h1–2
PythonDuckDBLLM
16/20
AI Agents
Data Analyst Agent with a Python Sandbox
Ask questions about a dataset and the agent writes and runs Python to answer
Advanced26h1–3
PyodideLLMNext.js
15/20
AI Agents
ML Experiment Runner Agent
An agent proposes, runs and compares model experiments on your dataset
Advanced30h1–3
PythonLLMDuckDB
15/20

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