Hey everyone,

I’ve spent the last few months building custom AI applications, and I’ve noticed a major pattern: most businesses are struggling because they try to use generic ChatGPT wrappers for complex data tasks.

I recently finished a project where I integrated a custom Python/LangChain engine with a client’s existing stack (Zapier + Slack) to handle their lead qualifying. Instead of a human spending 10 hours a week sorting CSVs, the AI now handles the logic, cost analysis, and data mapping automatically.

The Tech Stack I used:

Language: Python

Models: GPT-4o / Claude 3.5 (depending on the logic complexity)

Automation: Custom Webhooks & API Gateways

UI: Streamlit for a custom client dashboard

I’m looking to connect with other devs working in the automation space, or business owners who are hitting a "wall" with basic tools.

If you’re curious about the architecture or need a hand scaling your own AI workflows, I just put together a structured service to help businesses bridge this gap:

Check out my AI Automation Workflows & Projects or email me at [aseoneproductions@gmail.com]