Matthew R.

I help businesses replace repetitive manual labor with reliable, structured AI workflows and precision prompt systems. Most companies experimenting with LLMs hit two walls: either the outputs are generic, hallucinated "AI slop," or the prompt lives in a chat window detached from their actual software stack. I bridge that gap. With a background spanning technical web systems and high-converting commercial copy, I design and integrate AI systems that return clean, predictable, machine-readable data every single run. CORE DELIVERABLES: • End-to-End Workflow Automation: Connecting LLM APIs (OpenAI, Anthropic, open-source models) to internal databases, Airtable, Google Sheets, or CRMs using automation engines (n8n, Make) and lightweight Python scripts. • Production Prompt Architecture: Engineering few-shot, negative-constrained system prompts with strict JSON schema outputs to automate data extraction, content categorization, and customer triage. • Anti-Slop AI Content Pipelines: Custom fine-tuning of prompts to maintain your exact brand voice, industry compliance, and natural tone without robotic filler. • Technical Diagnostic & Optimization: Auditing failed or inconsistent prompts to eliminate hallucinations, token waste, and formatting breakage. WHY WORK WITH ME: • 100% 5-Star Track Record: Proven history of clear technical communication, strict deadlines, and clean execution. • Systems + Tone Fluency: I write the technical logic and API calls while ensuring the language generated is natural, precise, and immediately usable. If you have a repetitive operational bottleneck or want to integrate LLMs into your daily stack, send me a message with your current process and let's map out the solution.