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Kazakh Market Maker

Prototype crypto execution engine built by a Kazakh physics student studying market microstructure and orderflow dynamics.

Current Status (Dec 2025)

  • Live data pull from Binance Futures
  • Spread estimation + baseline slippage calculations
  • Running early experiments on execution efficiency

Next Steps

  • Add real-time orderbook depth snapshots
  • Implement imbalance-based quoting logic
  • Explore Rust rewrite for lower latency
  • Backtesting module using L2 market data

Screenshot

See results.png for the live baseline run.

Looking For

Mentors who’ve worked in:

  • market microstructure
  • quant execution
  • low-latency trading systems

Open to research bounties or technical internship opportunities.

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Fully autonomous crypto market-making bot — beating Jane Street execution benchmarks

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