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ALGORITHMIC TRADING

Advanced trading systems leveraging quantitative analysis, machine learning, and high-frequency execution

Trading Dashboard

ANNUAL RETURN

+32.7%

SHARPE RATIO

1.85

MAX DRAWDOWN

-12.4%

WIN RATE

68.5%

Trading Strategies

Technology Stack

Rust
Python
TensorFlow
PyTorch
NumPy
Pandas
Scikit-learn
Interactive Brokers API
Alpha Vantage
Backtrader
AWS
MongoDB
Docker

Case Studies

Crypto Market Making Strategy

Developed a high-frequency market making algorithm for cryptocurrency trading that provides liquidity while profiting from bid-ask spreads. The system uses advanced order book analysis and dynamic spread adjustment.

Monthly Return4.2%
Execution Speed15ms

ML-Based Equity Predictor

Implemented a machine learning model to predict price movements for S&P 500 stocks. The system incorporates fundamental data, technical indicators, and sentiment analysis from financial news.

Prediction Accuracy73.5%
Annual Return28.7%

Rust-Powered Crypto Infrastructure

High-Performance DeFi Connector

Engineered a Rust-based connector for major DeFi protocols that enables sub-millisecond order execution and settlement. The system leverages Rust's memory safety features and concurrency model to handle multiple blockchain interactions simultaneously.

RustSolanaEthereum

MEV Protection System

Developed a Miner Extractable Value (MEV) protection system that shields transactions from front-running and sandwich attacks. Utilizes secure memory techniques and innovative transaction routing to preserve trade privacy and execution quality.

RustFlashbotsZK-Proofs

Cross-Chain Arbitrage Engine

Built a cross-chain arbitrage system in Rust that identifies and exploits price discrepancies across multiple blockchains. Features atomic execution patterns and risk management algorithms to ensure successful completion of complex multi-step transactions.

RustPolkadotCosmos

Custom Rust Trading Library

Created a proprietary trading library in Rust for ultra-low latency market operations. Designed with zero-copy deserialization, lock-free data structures, and SIMD optimizations to achieve consistent microsecond-level performance even during high market volatility.

RustWebAssemblytokio