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AI for Databases: Field Guide, Live Apps & Lessons
A 50-page, in-the-trenches document based on 15+ months of live client deployments. This guide bundles my practical lessons, the 8 live apps I built, and the full source code.
The Asset Includes:
The 50-Page Field Guide (PDF): A practitioner’s rulebook
8 Live Apps (4 Variants): Fully functional apps for testing, including the flagship DATS-4 suite.
Full Source Code & System Architecture: All GitHub repositories and architectural diagrams.
Aug 101 min read
Build Full Campaign in Excel with Python , xlwings Lite & AI
I’ve released a new field guide covering full campaign build with Python in Excel with AI (xlwings Lite) Campaigns are where analysis and...
Jul 231 min read
Releasing Module 02 — Practitioner’s Series on xlwings Lite. Python in Excel. Data Cleaning & Rule Based Transformation
I've put up a new guide on my site: Module 02 of my practitioner's series on xlwings Lite, focused on data cleaning. My go-to for any...
Jul 61 min read
𝐓𝐨𝐨𝐥: A 1,450-line context file. 𝐏𝐮𝐫𝐩𝐨𝐬𝐞: To ensure clean, efficient xlwings Lite code generation.
𝐓𝐨𝐨𝐥: A 1,450-line context file. 𝐏𝐮𝐫𝐩𝐨𝐬𝐞: To ensure clean, efficient xlwings Lite code generation.
The final output: a curated file with 1,450 lines of tight, most relevant content.
▪ 5 Golden Rules to prevent the most common script failures
▪ 13 sections covering interface, limitations, API integration, security
▪ 6 advanced working examples – database connections, web scraping with LLM, AI schema detection, XGBoost model
▪ Complete what works / what doesn’t
Jul 62 min read
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