Leon Do Email & Phone Number

Garden Grove, Ca, Us

Long Beach, California, United States

Developed a Python toolkit to streamline data workflows and quantitative analysis for Beach Investment Group, a student-managed fund, automating risk calculations and factor modeling to support faster, data-driven investment decisions.Leveraged Nvidia CUDA for accelerated computations, enhancing the processing speed for data analysis and machine learning tasks.Used Pandas and Polars for high-performance data handling, enabling efficient analysis of large datasets in securities research.Built tools for calculating risk metrics and automating market data retrieval, reducing analysis time by 90% and allowing for more frequent, real-time insights.Applied and implemented custom factor models for the firm to improve security predictions and conduct risk modeling for more robust investment insights.Hybridized factor models by integrating regression analysis, neural networks, and principal component analysis to enhance predictive accuracy in factor modeling.Designed a matrix profile algorithm to identify repeating patterns and anomalies in time series data, aiding in predictive analytics and enhanced market sensitivity modeling.

Led the development of cutting-edge cryptocurrency trading software built with TypeScript & GoLang, driving an 80% increase in trade execution speed by designing internal libraries and reducing code complexity.Benchmarked the software’s latency in executing trades and identifying potentially profitable opportunities. Deployed a Command Line Interface (CLI), delivering a streamlined user experience that simplified complex trading operations.Developed high-performance monitoring systems that delivered real-time alerts 70% faster than competitors by implementing rate-limit bypass algorithms, enabling quicker identification of trading opportunities and improved execution.

Utilized Excel for advanced data visualization, creating detailed graphs to aid in the analysis of market trends and investment opportunities.Identified key macroeconomic factors and conducted comprehensive research to understand their impact on financial markets and interrelations with other economic indicators.Assessed and synthesized findings to contribute to the development of forecasting models, enhancing the firm’s ability to predict market movements and economic conditions over a 6-12 month period.Collaborated within a team environment to discuss research outcomes and integrate multifaceted perspectives into the investment strategy formulation process.

Garden Grove, California, United States

Engineered Javascript & Python based software solutions for automating retail purchases, raffle entry, and interactions with cryptocurrency networks to accrue limited items.Reverse engineered private apis and anti-bot systems of numerous retailers and cryptocurrency protocolsDesigned and scaled the application to handle concurrent tasks, ensuring a robust and maintainable codebase through object-oriented programming best practices.Developed and optimized data scraping solutions to collect and process product-related data efficiently, handling thousands of lines of data from various sources.Utilized multithreading and task queuing, preventing lag and resource clogging during software usage.