Unlocking the Future of Data Engineering and ML in DeFi with Davanti Research
At Davanti Research, we explore the groundbreaking intersection of high-performance tooling and decentralized finance (DeFi). Recent advancements in frameworks like Cryo and Shadow are revolutionizing how we extract and analyze blockchain data, particularly from Ethereum and its compatible chains.
Key Insights:
- Data Extraction: Utilizing Cryo for rapid data extraction from RETH nodes.
- AI-Driven Predictions: Building machine learning pipelines to predict liquidity pool pricing and assess risk factors.
- Systematic Engineering: Shadow’s in-line event emission simplifies the data pipeline, enabling richer insights.
We believe that robust data ecosystems are the catalysts for innovation in quantitative finance, enhancing decision-making through actionable insights.
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Explore our findings and engage with us on this transformative journey.