Price Simulator for PancakeSwap - Automated Market Maker (DEX)
Budget: $400 – $800 USD
Hello,
I am looking for a Data Scientist/Quant to develop a Price Simulator (in Python) to simulate Tokenlaunches on PancakeSwap.
The consultant must be very well versed with how Constant Product Market Maker like PancakeSwap, Quickswap etc work. Please do not bid if you dont understand the (simple) pricing algorithm of AMMs.
- Simulate Price Impact according to AMM Pricing Algo with multiple variables:
- Adding/removing of Liquidity in LP
- Randomised buying and selling pressure of varying amounts
- Adding of Market Maker Algo that buys X amounts of tokens every Y period (or after a X% price drop)
- Output a price chart including a utilizing a Backtesting Library which simulates every trade
- Use ML with previous data of token launches to optimize launch
All must be coded in Python. More details will be provided to qualified candidates
I am looking for a Data Scientist/Quant to develop a Price Simulator (in Python) to simulate Tokenlaunches on PancakeSwap.
The consultant must be very well versed with how Constant Product Market Maker like PancakeSwap, Quickswap etc work. Please do not bid if you dont understand the (simple) pricing algorithm of AMMs.
- Simulate Price Impact according to AMM Pricing Algo with multiple variables:
- Adding/removing of Liquidity in LP
- Randomised buying and selling pressure of varying amounts
- Adding of Market Maker Algo that buys X amounts of tokens every Y period (or after a X% price drop)
- Output a price chart including a utilizing a Backtesting Library which simulates every trade
- Use ML with previous data of token launches to optimize launch
All must be coded in Python. More details will be provided to qualified candidates