Leon Do
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I'm Leon, a 21-year-old aspiring software engineer at the California State University of Long Beach, majoring in Computer Science with a minor in Pure Mathematics. My journey into programming began in high school around 4 years ago, sparked by my interest in the sneaker reselling industry. While building my first major project and sneaker bot, Rias Software, I realized I became obsessed with automation, reverse-engineering, and optimization.
Since then, I've completely fallen in love with building through the art of programming. For me, programming isn't just code. It's problem solving, system elegance under pressure, and the thrill of turning abstract ideas into performant, real-world solutions.
These days, I spend my time building & optimizing systems / infrastructure software, along with solving algorithmic challenges. Do please check out my blog where I write about my projects, thoughts, & random blurbs about things I find interesting. For my algorithmically hungry friends, I write detailed breakdowns on various competitive programming topics.
Recent Interests
Korean BBQ
Quantitative Finance
Judo
Release Hallucination
Elfensjon
Curry Udon
Competitive Programming
C++, Python, Typescript, Golang, Rust
Machine Learning
Takoyaki, Sushi, Katsu
JRock, JMetal, JPop
BBQing
Hardcore, Hardstyle, Frenchcore
Experience
Beach Investment Group・Quantitative Developer Intern
6/2024 - 5/2025
Built modular factor modeling framework using Python and CUDA acceleration, enabling extensible integration of matrix profile algorithms and neural network models for price prediction workflows. Accelerated computation by 60% through GPU-based processing with NVIDIA CUDA/CuPy, reducing model training latency for large financial datasets. Optimized data processing pipelines using Polars, improving end-to-end workflow efficiency of time series data analysis. Developed orthogonalization algorithms for independent factor construction, removing correlation dependencies between predictive variables in multi-asset models. Applied quantitative research methodologies in 2024 CFAOC RFP Competition, securing 1st place and $115K in funding for the student managed investment fund.
Projects & Ventures
10/2025 - 10/2025
Built a client-side Markdown compiler integrating MathJax, Mermaid, and syntax highlighting into a real-time rendering pipeline. Architected the rendering pipeline with modular abstractions to simplify future contributor onboarding and code reuse. Enhanced scalability through incremental parsing and Web Worker parallelism, sustaining sub-frame responsiveness on large documents.
9/2025 - 9/2025
Developed a Python-based automation tool that replicates server configurations between Discord communities. Utilized Discord API (discord.py v2) to manage roles, channels, and permissions with built-in rate-limit handling. Designed a config-driven, modular architecture enabling scalability and ease of extension. Implemented command-driven interaction (CLI + slash commands) and clear progress tracking for users. Emphasized API reliability, error handling, and maintainable code structure for production stability.
8/2025 - 9/2025
Built and integrated a Redis-backed session system with TTL expiry, enabling ephemeral shared swipe rooms and real-time sync across paired users. Reduced Google Places API calls by ~40% through caching, request coalescing, and adaptive rate-limiting, improving scalability and cutting infra costs. Developed a partner-adaptive re-ranking engine that personalized results based on shared preferences, boosting match conversion by ~25%. Prototyped a Go microservice adapter with goroutine pooling to improve concurrent throughput and lay groundwork for modular service design.
7/2025 - 7/2025
Designed a burst-tolerant event dispatcher with sliding-window rate limiting and timestamp pruning for high-throughput workloads. Implemented lock-free ring buffers using bitmask indexing to cut CPU overhead and reduce branching in critical paths. Minimized GC impact with preallocated structs and slice reuse, maintaining consistent latency under load.
5/2025 - 5/2025
Achieved 10× performance improvement by developing SIMD-accelerated simulation engine in C++17. Demonstrated expertise in x86 AMD/Intel microarchitecture by analyzing cache hierarchies and performance counters. Reduced cache miss rates from 25% to 5% with a custom bump allocator, and increased IPC by 3× through memory alignment optimization. Implemented CI/CD with GitHub Actions and CMake build system.
1/2025 - 1/2025
Built a cross-platform testing framework in C++ to execute and validate Python algorithms with process isolation. Used Boost libraries for Inter-Process Communication and multi-threading. Implemented concurrent test execution with thread-safe result handling, reducing test suite runtimes by 60% and improving CI/CD workflows.
10/2024 - 10/2024
Worked on VisionPay, a computer vision powered self-checkout system for MarinaHacks. Designed ML infrastructure with automated preprocessing pipelines, reducing training time by 30%. Integrated backend systems with frontend for real-time recognition and receipt generation.
Mirai Research
5/2024 - 7/2024
Led development of a cryptocurrency trading platform using TypeScript and GoLang. Implemented asynchronous polling systems with circular queue-based resource management, achieving 70% faster signal detection. Built blockchain integration pipelines for reliable Solana trading operations.
Rust-Based Financial Data Aggregator
7/2024 - 7/2024
Collected and aggregated financial data through web scraping. Engineered a modular data processing pipeline using Rust, reducing processing time by 30%. Improved maintainability and extensibility through clean, modular design.
Desktop Application for Sorting Manga Work
6/2023 - 6/2023
Created a Windows application with ElectronJS to automate manga categorization using scraped metadata. Integrated results into Raindrop.io for organized management. Reduced manual sorting time by ~97%.
Chipotle Rewards Bot
11/2022 - 12/2022
Created a JS app that auto-redeemed Chipotle entree codes via SMS using VOIP. Scanned APIs and redeemed hundreds of codes, generating 4-figure value.
Ethereum Vanity Address Generator
5/2022 - 6/2022
Built a JS app that generates Ethereum wallet addresses with custom prefixes. Enabled users to obtain personalized ETH addresses by brute-force iteration.
Rias Software
8/2021 - 6/2022
Developed JS and Python tools automating retail purchases and raffle entries. Scaled concurrent task execution and optimized data scraping pipelines to handle thousands of records efficiently.