Document Q&A Tool
A retrieval-augmented Q&A tool: ask questions about your own documents and get answers grounded in them, with citations. Local embeddings, conversation memory, sentence-aware chunking, plus a CLI and a web interface.
AI Consultant in training
Helping businesses put AI to work — for real.
I'm 23 and learning how to implement AI inside real businesses, with the goal of launching my own consulting firm doing exactly that. Eager to take on new projects and stack up knowledge along the way.
About
I'm Liam — 23 years old and focused on one thing: figuring out how AI actually creates value inside a business, not just in theory. Right now that means learning fast, testing tools on real problems, and building the kind of hands-on experience that a client can trust. Long-term, the goal is my own AI consulting practice, helping businesses adopt AI that actually works.
Work
Three projects, three different techniques: retrieval, classification, generation.
Lead Triage API
A small Claude-powered service that reads an inbound message and classifies it — category, urgency, one-line summary — before it hits an inbox. Structured extraction rather than search: it's what's silently tagging the message you just sent through the form below.
Content Repurposer
Paste in a blog post, transcript, or article — get back a summary, 3 distinct social posts, and an email blurb, one Claude call. First project in the set that generates new content instead of reading or classifying it.
Contact
Open to conversations, projects, and opportunities to learn.
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