Offering web apps with LLM enhancements. Specializing in AI for Construction | Specs • Codes • Schedules


Overview

I build AI apps for the construction industry. Specs, codes, schedules, transcripts, etc. Apply AI to your big industry data. I bring 40 years of problem solving experience to the task. Autodesk Revit and AutoCAD were my previous specialties.

I help contractors, engineers, and project managers get clarity from complexity.

I’ve created tools that parse 6,000+ page construction specifications, analyze multi-thousand-line project schedules, integrate with Autodesk Construction Cloud, and made chatbots using kind any of documents as their knowledge bases. Other examples are a legal chatbot and law assistant using 69000 pages of state laws as its knowledge base, and author emulation apps using all of the authors’ published books.

Simple tech stack for most apps: Python for logic, Streamlit for the web UI.

Secret sauce: For large chatbot knowledge bases, I use a hybrid context retrieval approach. Semantic search combined with LLM-generated keyword search, then re-ranked to get the top context for the user prompts to the LLMs. This enables getting unusual industry jargon, abbreviations, and other specific text from the knowledge base.

Contact: design@truevis.com


See https://www.youtube.com/watch?v=Wjz6NydbpRw for an example


Contact: design@truevis.com https://x.com/truevis


Public Apps Portfolio

https://aifab-ticker.streamlit.app


Window Selector with AI https://aifab-selector-windows.streamlit.app Sample app for using an LLM to help choose items from a catalog


https://aifab-scrabble-assist.streamlit.app


https://aifab.xyz/colors


https://wa.aifab.xyz


https://rations-optimizer.streamlit.app


https://ytdown.streamlit.app


https://calendar-link-creator.streamlit.app


https://adore-payment.streamlit.app
Sample service menu for small business to accept PayPal, Stripe, or other online payment methods


https://quote-extractor.streamlit.app
Upload books, etc. and extract pithy quotes. Contact me for password


https://aifab.xyz/fx


Titanic Dataset Analysis with Polars https://aifab-titanic.streamlit.app Made into web app from #PyConTH2025 #Polars workshop examples


https://aifab-md2wp.streamlit.app/
Convert markdown to Gutenberg WordPress code


https://md-viewer.streamlit.app
View markdown in browser