Stack

Technical stack

Skills, tools, and systems I can point to with public proof, shipped work, or client-style implementation evidence.

3 skills

Core

Web/software systems

21+ years

Broad web/software implementation across production sites, technical systems, debugging, automation, and delivery.

IndexLane work

Backend / Crawling

Python / FastAPI / crawling systems

Portfolio proof

Crawler workflows, audit systems, rendered checks, queues, exports, and technical SEO diagnostics.

ILCrawler

AI / Workflow

AI-assisted implementation

Workflow proof

Practical LLM-supported implementation, triage, classification, drafting, QA, and handoff workflows with deterministic filters and human approval boundaries.

ReachLog / workflow proof