projects

Automated Crypto Trading Bots

Started experimenting with liquidity mining on Hummingbot Miner around October 2021. Iterations of custom bots built on top of the Pure Market Making strategy led to a steady 0.5% daily return. Until getting burned on a faithful day...

Since the summer of 2022, I've been running grid bots and other market making bots for a steady stream of profits. The bots have a lower crypto exposure (beta) than a pure holding strategy, while still profiting from market volatility. I've built an extensive ecosystem around hummingbot to visualize trading and profit from market conditions.

Some highlights:

• A custom-built grid trading strategy that can run on any Hummingbot-supported connector
• Streamlit dashboard to monitor profits, visualize trades and run backtests
• Real-time indexing of the BSC chain using Ethereum ETL and TimescaleDB to compress and retain data.
  Did you know the BSC chain generates 12GB of data per day? 😱
• A backtesting processor to test profitability of grid bots on Kraken and BSC