Java, Rust, Pandas, Numpy, Python, Go, polars

Linux, System Design, Python, Data Analysis, backtesting

Rust, Python, CEX hedging strategies, AMM mechanics, DEX liquidity provision, arbitrage dynamics, market data systems, liquidity pools

Predictive Modelling, Html5, data mining, Kdb, Python, Javascript, Q, time series forecasting, Kx

Concurrency, Debugging, Multithreading, Python, Derivatives Valuation, Financial Engineering, Performance Profiling, Excel-based Quantitative Tools, Production-Quality Engineering, Third-party Pricing Libraries, Runtime Optimisation

large-scale data pipelines, post-trade analysis, portfolio construction, production trading infrastructure, live trading systems, backtesting, performance attribution, execution integration, data ingestion, Diagnostics, Simulation

Rust, Python

Rust, Python, Docker, Performance Tuning, Pub Sub frameworks, low-latency techniques, order books, latency optimization, exchange microstructure, quoting engines, market-data handlers

Algorithms, Unix, Python, Software Architecture, Scripting Languages, Linux, LLMs, Continuous Integration and Deployment, agentic AI, code version control, AI technologies, data design patterns

Python, mid-frequency statistical arbitrage