A bot that senses the "aura" or sentiment of the market.
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Data Pipeline MVP: Successfully collect and synchronize on-chain and off-chain data.
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On-Chain Data Collector: A script that successfully connects to an RPC node and fetches the transaction history for a new token launch. Your goal is just to get data flowing.
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Off-Chain Data Collector: A script that successfully connects to a social media API (e.g., for TikTok or X) and fetches data for a specific keyword.
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Data Synchronizer: A script that takes the outputs of 1.1 and 1.2 and combines them into a single, clean, time-stamped dataset.
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Model MVP: Train a basic ML model on the synced data.
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Simulation MVP: Build a custom backtesting engine to simulate historical performance.
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Live Prep MVP: Implement a "paper trading" bot to run on live data.