AI consulting from assessment to production.
Direct access to 10+ years of enterprise systems experience. No junior hand-offs. No account manager intermediaries. Every engagement is led by a senior practitioner who architects, builds, and delivers.
We meet you where you are. Need a quick assessment? A proof-of-concept? Full production deployment? We scope engagements to your timeline and budget. When the work is done, you own the deliverables—not a subscription.
AI readiness audit. Use case prioritization. Technical feasibility. 2-4 weeks.
Working prototype. Validate feasibility. Demonstrate value. 4-8 weeks.
Full implementation. System integration. Deployment and handoff. 3-6 months.
Ongoing support. Optimization. Architecture guidance. Monthly.
Managed hosting. SOC 2 compliant. Rapid deployment.
RESTful endpoints. Integrate with your stack. Your auth layer.
Air-gap compatible. Zero egress. Your hardware, your network.
Cloud + on-prem components. Best of both worlds.
Senior Software Engineer with deep expertise in Python solutions architected atop Linux systems. Background spans data ingestion engines at Citadel, horizontally scalable GCP pipelines at Wells Fargo, Big Data healthcare systems at OnTrak, and API development at StarMaker Interactive.
Now focused on AI Engineering—leveraging LLMs as customizable components within traditional architectures. Built self-correcting multi-LLM systems with voting and quality checks. Designed RAG pipelines with manual tuning of chunking strategies, retrieval, and prompt injection. Experienced with guardrailed prompt engineering and TensorFlow Lite ML cores built from scratch.
Years Engineering
Linux · GCP · AWS
Math & CS · UIC
North Carolina
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