Columbus, Ohio, USA
Welcome! I build tools, libraries, and automation that reduce friction, simplify complex workflows, and make systems easier to extend and rely on.
My work spans native and managed environments, with a strong focus on turning messy or repetitive processes into rule-based, durable products.
Built AutoHandshake! — a Selenium-based RPA suite with failure recovery and full audit trails that reduced manual annotation and triage by 95% across 400+ contractor hours. Recognized with Handshake's Model Validation 2 — Expert credential.
Assessed query-result quality and multimodal AI outputs for RWS Group and Handshake, applying structured rubrics and benchmark design to improve ranking accuracy and model behavior.
Google-SDK and Intuit provide strongly typed APIs for Drive integration and LLM endpoints, replacing fragile JSON shims with reusable, auto-refreshing clients for production workflows.
How Akashi unifies five disparate scientific data sources behind one lazy-fetching Page type in D, and why picking a single identity anchor early matters more than any clever parser.
GTK4 application architecture in D, a custom Cairo-based 3D molecular viewer, PubChem compound search, article rendering with collapsible panels, and dosage aggregation with multi-dimensional similarity matching.
WebKit GTK is abandoned on Windows, so I needed a cross-platform browser engine for Insurgent. D had no working Selenium bindings, so I forked a 2018 JsonWire library and brought it up to W3C WebDriver.
Replacing fragile linear click-and-sleep scripts with an observable state machine and event dispatch queue. Stale-element errors went from constant to almost never.
Building a robust Ruby automation from 500 to 700 lines with explicit waits, DOM-driven state machines, CDP hooks, layered retry logic, and modular page objects.
Running embedding-based search on consumer hardware with two-stage centroid pruning, AVX-optimized dot products, and int8 quantization to keep the working set in cache instead of on disk.
An educational walkthrough of syscall-ID extraction, shellcode stub generation, and hook taxonomy in C# on Windows, built on top of CoreCLR internal structures.
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