Automation · Python & local AI
Local AI Lead Intelligence
A local pipeline for organising business data, scoring opportunities and preparing evidence-based outreach.
Read the build notes on LinkedIn
The problem
Raw business information needs structure before it becomes useful for deciding which opportunities to investigate. Generating fluent outreach is only one part of that workflow.
What I built
A Python-based pipeline that reads business data, scores opportunities mathematically and uses local language models to help prepare evidence-based outreach.
The published build notes describe the project and its progression from idea to implementation.
Where AI fits
The system separates rule-based scoring from language generation. This makes it possible to inspect the decision logic independently of the generated text.
Local AI is a deployment choice with hardware and model requirements. Its suitability depends on the data, task and environment.
Explore the project
This portfolio entry summarises the project; there is no public interactive demo here. Read the original write-up for the documented implementation, or get in touch about a similar workflow.