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thearunphilip/README.md
  • ๐Ÿ‘‹ Hi, Iโ€™m @thearunphilip

    ๐Ÿš€ Quant Developer | HFT & Investment Specialist ๐ŸŒด

    Based in Dubai, UAE ๐Ÿ™๏ธ


๐Ÿ‘จโ€๐Ÿ’ป About Me

Hey there! I'm a passionate quantitative developer building lightning-fast โšก high-frequency trading (HFT) systems and smart investment strategies from the heart of Dubai! I wield Rust ๐Ÿฆ€ and Python ๐Ÿ to craft high-performance, data-driven solutions, with a sprinkle of Machine Learning (ML) ๐Ÿค– and Reinforcement Learning (RL) ๐Ÿง  for that extra edge.

๐ŸŒŸ What I Do:

  • Develop ultra-low-latency trading engines for HFT ๐Ÿ“ˆ
  • Optimize portfolios with ML and RL magic โœจ
  • Analyze markets with razor-sharp precision ๐Ÿ”

๐Ÿ› ๏ธ Expertise

  • Languages: Rust ๐Ÿฆ€, Python ๐Ÿ
  • Domains: High-Frequency Trading ๐Ÿ’น, Quantitative Finance ๐Ÿ“Š, Investment Strategies ๐Ÿ’ฐ
  • Tech: Machine Learning ๐Ÿค–, Reinforcement Learning ๐Ÿง , Low-Latency Systems โšก
  • Tools: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Tokio (Rust), Docker ๐Ÿณ, AWS โ˜๏ธ
  • Skills: Algo trading, market microstructure, backtesting, data analysis ๐Ÿ“ˆ

๐ŸŒŸ Key Projects

โšก HFT Trading Engine (Rust)

  • Built a blazing-fast trading engine with Tokio for async processing ๐Ÿฆ€
  • Achieved sub-millisecond latency for order execution ๐Ÿš€
  • Integrated real-time market feeds with robust risk controls ๐Ÿ›ก๏ธ

๐Ÿ“Š RL Portfolio Optimizer (Python)

  • Crafted an RL-based model with PyTorch to dynamically allocate assets ๐Ÿ’ฐ
  • Used historical & real-time data for superior returns ๐Ÿ“ˆ
  • Powered by Pandas & NumPy for slick data handling ๐Ÿ

๐Ÿ”ฎ Market Prediction with ML (Python)

  • Developed predictive models with Scikit-learn & TensorFlow to forecast prices ๐Ÿ“‰
  • Applied feature engineering for pinpoint accuracy ๐ŸŽฏ
  • Deployed on AWS for scalable, real-time trading โ˜๏ธ

๐Ÿงฐ Toolbox

  • Code: Rust (Tokio, async-std), Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch)
  • Infra: Docker ๐Ÿณ, Kubernetes, AWS โ˜๏ธ, REST APIs
  • Data: Bloomberg, Refinitiv, Alpaca, Binance APIs
  • Others: Git, CI/CD, Linux, SQL, NoSQL

๐Ÿ’ก My Approach

  • Speed: Crafting low-latency systems that thrive in HFT โšก
  • Smarts: Using ML & RL to unlock market insights ๐Ÿ“Š
  • Stability: Building robust systems with rigorous testing ๐Ÿ›ก๏ธ
  • Innovation: Pushing boundaries in quant finance ๐Ÿš€

๐ŸŒˆ Letโ€™s collaborate on cutting-edge HFT, ML, or RL projects! Drop me a line! ๐Ÿ˜Ž

Code fast, trade smart, live bold! ๐Ÿš€

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  1. thearunphilip thearunphilip Public

    Config files for my GitHub profile.