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About the project

AI-assisted user-friendly {'crypto terminal'} for:

	# data analytics,
	# on-chain transactions,
	# toolings 

to better understand web3.

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It takes simple prompts and queries blockchain data or builds transaction bundles 
to be executed [read from & write to the blockchain using simple prompts].

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Polya works on top of:

	1. data lake capable of handling multi-TB scale data
	2. advanced blockchain data analytics pipeline

See the demo

https://youtu.be/0dStrm82WEw

Details of our work

• Created dbt repository and scripts to index smart contracts and establish data models for dApps and wallets, enabling meaningful analytics and insights.
• Leveraged Rust-based data ingestion engines, specifically Kafka Delta Ingest, to ingest blockchain data into Delta Lake, facilitating efficient and scalable data storage.
• Builts on AWS Athena and Trino for rapid data retrieval, providing quick access to large amounts of data.
• Utilized AWS Glue for data catalogs, simplifying the process of discovering and accessing data.
• Utilized Dagster for scheduling, enabling automated data processing and analysis.
• Worked with Spark for stream processing, allowing for real-time data analysis and insights.