The Hedgehog

Inspiration

UniswapV3 Impermanent Loss Mitigation & Hedging Strategy In the ever-evolving landscape of Decentralized Finance (DeFi), Uniswap stands as a pioneering force, driving liquidity and enabling seamless token swaps. Uniswap V3, with its innovative concentrated liquidity model, presents new challenges for Liquidity Providers (LPs) in terms of impermanent loss management. In light of the anticipated Bitcoin ETF and the next bull market, we present The Hedgehog 🦔, a hedging product that prepares LPs for the next bull market.

What it does

The Hedgehog harnesses machine learning with historical on-chain and available off-chain CEX data, produces a real-time hedging strategy that is both robust and reliable for popular DEX pairs on various public blockchains. The current priority focuses on the USDC-ETH on the Ethereum blockchain.

How we built it

The Graph CryptoQuant Uniswap V3 Python Pandas Numpy TypeScript QraphQL

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for The Hedgehog

• Extend our hedging mindset beyond the USDC-ETH pair on the Ethereum blockchain.
• Enhance hedging strategy with real-time ML-analysed Twitter trends and market news.

Built With

• graphql
• next.js
• numpy
• pandas
• python
• thegraph
• typescript