10+ years shipping production LLM, RAG, and analytics systems on AWS and Azure. I build AI that moves metrics — then lead the teams that maintain it.
Self-hosted support chatbot with a .NET adapter translating natural language into SQL queries against a legacy CRM. Deployed across live chat, email, SMS, and voice — no ERP re-platform required.
Conversational AI workflow with persistent session memory stored in Postgres. Full transcript logging enables quality review, audit trails, and retraining data capture from real customer interactions.
PyTorch + ViT-based classification pipeline trained on 40K+ matched design files to automate embroidery digitizing decisions. Includes placement-aware size priors and a Claude API suitability agent for pre-screening customer artwork.
Source is private — request a walkthrough ↗
Production MCP server exposing internal SQL Server and Postgres databases to AI tools over HTTPS. Consumed by Claude Desktop, n8n workflows, and a custom React backend. Secured with Cloudflare Access + Azure AD authentication. Read-only enforced at the server layer — full CRUD architecture in place for future expansion.
Source is private — request a walkthrough ↗
4-workflow n8n pipeline that takes a product image and publishes live Meta ads — no human steps. Workflow 1: GPT-4o-mini analyzes each product image, GPT-4.1-mini writes 4 tailored prompts (white BG studio, female lifestyle, male lifestyle, office/restaurant), gpt-image-1 generates all 4 ad creatives in parallel. Workflow 2: Gemini 1.5 Pro analyzes video creatives, GPT-4.1-mini writes 9 copy variants per asset. Workflow 3: Meta Graph API publishes with dynamic creative optimization. Discord notifications at every stage.
Source is private — request a walkthrough ↗
I'm an AI Engineering Manager based in Atlanta who has spent 10+ years at the intersection of production systems and machine learning — not in research, but shipping real things that run in the real world.
My background spans a decade at Stitch America where I built the AI infrastructure from scratch: a $500K/yr RAG chatbot, a hybrid semantic search system using Pinecone and Ollama, a custom MCP server bridging AI tools to internal databases over HTTPS, a multi-agent Meta ad automation pipeline (Gemini + GPT-4 + Meta Graph API), and a ViT-based ML pipeline across 40K+ design files. Before that, I spent 2 years at Apple on the Maps rollout team resolving geospatial data defects at scale.
What sets me apart: I'm equally comfortable in a system design doc and a stakeholder presentation. I've led teams of up to 10 and managed budgets over $2M, but I still write the architecture.
I hold a B.S. in Business Administration from the University of Tennessee and am currently completing the AWS Solutions Architect – Professional and Azure AI Engineer certifications.
I'm actively looking for AI Engineering Manager, AI Architect, or Head of AI roles — remote or hybrid in Atlanta. Response time is fast.