Leopard Data · Dallas / Ft. Worth

AI Architect · Hands-On Architect · AI Engineer · Senior Software Engineer

I architect and ship production AI and machine-learning systems — LLM agents, distributed ML on Kubernetes, and AI-first .NET / Python — for enterprise teams. 20+ years of architecture and code, no hand-offs.

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Open to new engagements · Corp-to-Corp

AI & Machine Learning — My Focus Today

Where the demand is right now, and where I spend most of my time. All shipped to production.

AI Agents & Agentic Migration

AI agents that do real work — including porting large FHIR/HL7 codebases between clouds with Claude on AWS Bedrock and custom MCP servers, architect-reviewed every pass.

Distributed ML & Deep Learning

LSTM and DeepAR in PyTorch and feature-ranking engines over 200K+ features — distributed across Kubernetes with Ray and KEDA so billions of calculations actually finish.

AI-First Product Engineering

LLM features on Claude — multi-model routing, RAG, MCP, and ML.NET projections — shipped in production SaaS like Grade My Investments.

Why Companies Hire Allan

AI-first architect and engineer, hands-on coder, 20+ years of reliable enterprise delivery.

AI Architect & AI Engineer

Applied LLMs in production — Claude agents, RAG, MCP — plus distributed ML (LSTM/DeepAR on Ray & KEDA). AI-first and hands-on.

Kubernetes Expert

Production K8s on every major cloud — Helm, ArgoCD, GitOps, autoscaling, and zero-downtime rollouts.

15 Years of Hyperscaler Cloud

Deep, hands-on Azure, AWS, and Google Cloud — architected for scale, security, and cost discipline.

20+

Years of Experience

12+

Fortune 500 Clients

Hyperscaler Clouds

100%

Corp-to-Corp

Where I Go Deepest

Three disciplines I promote hardest — and have shipped to production for enterprise clients.

Kubernetes & GitOps

Clusters that run live systems

Production Kubernetes with Flux GitOps, Talos, EKS / AKS / OpenShift, and full observability — promoted across environments and engineered to stay up when it matters.

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AI & Machine Learning

AI and ML that ship, not demo

LLM products and AI agents on Claude — RAG, MCP, agentic migration — plus distributed deep learning with LSTM / DeepAR, parallelized across Kubernetes with Ray and KEDA.

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Cloud Architecture

Hyperscaler modernization

Azure, AWS, and Google Cloud — event-driven architecture, infrastructure-as-code with Pulumi and Terraform, and cost-disciplined, multi-region resilience.

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