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Legal Document Conversion & Markdown Optimization: This is the flagship personal project. It focuses on taking raw, messy, multi-column statutes and court rulings and turning them into clean Markdown.
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I am working on a transcript, proofreading, editing.
I would like to know more about editing.
My core stack is less "generate pretty pictures" and more "build the pipeline that does the thinking":
n8n — the glue. Great for orchestrating multi-step agent workflows and connecting APIs without writing a service from scratch. Weakness: gets messy fast on complex branching logic, and debugging a broken node chain eats time.
RAG (usually with a vector DB + LangChain-style retrieval) — lets me ground LLM output in actual client data instead of hallucinated generalities. Strength: dramatically improves accuracy for domain-specific asks. Weakness: chunking/retrieval quality is finicky, and a bad embedding setup silently tanks results without throwing an error.
Claude/GPT for reasoning + code — my default for anything needing judgment: analysis writeups, SQL/Python generation, proposal drafting. Strength: fast iteration. Weakness: still needs a human check on numbers — confident-sounding ≠ correct.
Power BI / Tableau — where the AI output actually becomes something a client trusts. AI can shortcut the analysis, but the dashboard is what gets signed off on.
The honest lesson: the "AI" part is maybe 30% of the workflow. The rest is validation, data plumbing, and making the output legible to a non-technical stakeholder.
Silent failures are what I watch closest. I treat an answer as untrusted unless I can show exactly which source text the model read, because fluent output can hide a bad match.
Rawform — a Framer template for architecture practices
Most architecture templates are a photo grid with a contact form bolted on. That works until a client asks where the case studies go.
So I built the whole practice site.
Twelve pages. A filterable project archive with proper case-study pages — client, location, year, area, typology, status, and separate Brief / Approach / Outcome narratives. A journal with author references. A team roster. A services page that publishes its stages and fees instead of hiding them. Contact, a custom 404, and the legal pages you actually need before launch.
Four CMS collections, populated. Thirteen components with real interaction states. Nav and footer in a shared Layout Template, so you edit them once.
The design is a printed studio monograph: paper tones, concrete greys, hairline rules on a visible grid, oversized grotesk against monospaced metadata. It gets out of the way of the photography, which is the only thing that should be selling the work.
Three breakpoints, tested to 320px. No fixed widths, no horizontal scroll, no code, no plugins.
this is beautiful, i love the sort of brutalist architecture paired with a font that's serious & clear but also has a touch of fun to it.