// hello, world

I'm Sherry

AI/ML engineer building tools at the intersection of artificial intelligence and developer experience. I think in systems, ship open-source, and write about what I learn along the way.

Currently building AI-powered code analysis tools
View ProjectsGet in Touch

// projects

Things I've built

Open-source tools and experiments. Each one started with a problem I couldn't stop thinking about.

claude-audit

Active

Command-line code auditor. Fast static checks, plus an optional audit where Claude investigates the code with read-only tools.

TypeScriptAI AgentsSecurityCLI
14npm

llm-ocr

Active

Convert PDFs and images to clean Markdown with vision LLMs (Gemini, OpenAI, Claude, Ollama). Python library and CLI.

PythonLLMVisionPDF
PyPI

async-limiter

Maintained

Asyncio rate limiter for Python that enforces a concurrency limit and a requests-per-period limit together.

PythonAsyncioRate Limiting
PyPI

titans-unofficial

Maintained

Unofficial PyTorch implementation of the paper "Titans: Learning to Memorize at Test Time".

PythonPyTorchResearchDeep Learning
PyPI
View all projects →

// now

What I'm up to

Last updated:

Building

Open-source developer tools: an AI code auditor, an LLM-based OCR library, an asyncio rate limiter, and a PyTorch implementation of the Titans paper.

Thinking about

How LLMs can be better tools for developers rather than replacements. The gap between AI hype and practical utility. Developer experience as a design discipline.

Learning

End-to-end product pipelines and scalability. How real systems go from idea to production, and how they hold up when the traffic actually arrives.

// contact

Let's build something together

Whether you have a project in mind, want to collaborate on open-source, or just want to talk about AI, I'm always up for a good conversation.