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@WebLM

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itsmesherry/README.md

Hi, it's me Sherry 👋

Curiosity leads my way through life.

AI / LLM engineer building agents, RAG systems, and developer tooling, mostly in Python.

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🚀 What I'm building

I spend most of my time on applied LLMs: agentic systems, retrieval-augmented generation, and tooling that makes models actually useful. A few things I'm proud of:

  • claude-audit, an AI-powered codebase auditor that runs in a single command (now on npm).
  • DocuSenseAI, a multimodal RAG for pulling answers out of messy documents.
  • A from-scratch, unofficial Titans implementation ("Learning to Memorize at Test Time").

In between, there's usually a bot, a parser, or an OCR pipeline being built somewhere.

📦 Published Packages

async-limiter on PyPI ocr-llm on PyPI

🛠️ Tech Stack

Languages

Python TypeScript JavaScript

AI / LLMs

OpenAI Anthropic Gemini Hugging Face LangChain Ollama PyTorch

Speech & Audio

Whisper Wav2Vec2 ElevenLabs

Full-Stack & Data

FastAPI Pydantic Node.js React Next.js PostgreSQL MongoDB Vector DB

DevOps & Tools

Docker AWS Google Cloud GitHub Actions Vercel Playwright Git

Always down to talk LLMs, agents, or a good side project.

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  1. claude-audit claude-audit Public

    AI-powered codebase auditor. One command. Powered by Claude.

    TypeScript 9 3

  2. async-limiter async-limiter Public

    Python asyncio library for concurrent and time-based rate limiting

    Python

  3. WebLM/weblm-python WebLM/weblm-python Public

    The official Python library for the WebLM API

    Python

  4. llm-ocr llm-ocr Public

    Convert PDFs to markdown using Large Language Models (LLMs) with vision capabilities.

    Python