Staff-Level AI Systems Engineer Production MLOps • Multi-Cloud Infrastructure • Agentic AI • Austin, TX
I design and operate production AI systems — the kind that keep working when assumptions fail, costs spike, or something breaks at 2am.
My work sits at the intersection of machine learning, infrastructure, and systems design: deploying agentic AI, building cloud-agnostic platforms, and turning fragile prototypes into systems teams can trust in production.
I focus on how systems behave after launch — not just how they look on a diagram. I care as much about how decisions land as whether they’re technically correct.
Production AI & MLOps
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Agentic AI and RAG systems designed for reliability, observability, and security
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Retrieval and vector database layers built to fail safely
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Model serving, inference optimization, and real-time pipelines
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Linux-native ML infrastructure (production runs on kernels, not notebooks)
AI Platform & Infrastructure
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Multi-cloud architectures across AWS, GCP, and Databricks
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Kubernetes-first platforms with Terraform-based IaC
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Secure networking, identity, and isolation for AI workloads
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Systems designed to scale without vendor lock-in
Data Engineering at Scale
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Petabyte-scale data pipelines (Bronze → Silver → Gold)
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Streaming and batch systems optimized for cost and throughput
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Architectures that reduce spend by design, not after the bill arrives
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AWS Solutions Architect – Professional (SAP)
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Google Cloud Professional Machine Learning Engineer
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Databricks Machine Learning Professional
- Python • SQL • PyTorch
- C++ • CUDA (performance-critical paths)
- Kubernetes • Terraform • Docker
- AWS • GCP • Databricks
- Linux (kernel → networking → performance)
- Builder of systems that must work in production.
In 2030 your data center orbits 550km above Earth. No technicians. No human latency. Here’s exactly how attackers win—and how we build systems that survive autonomously.
20-dashboard series exploring Texas as the emerging capital of AI infrastructure: grid power → megawatts → teraflops → orbital compute.
Signal-based trading system with full backtesting framework.
Experimental quantum circuits in Qiskit exploring future-secure and future-ready architectures.
Tableau dashboards that push the boundaries of data storytelling.
Cloud
Languages & Data
ML Frameworks
Infra & DevOps
🌐 Portfolio • 💼 LinkedIn • 🐦 X • 📲 Join my WhatsApp Channel for exclusive PDFs, checklists, and weekly orbital AI insights:
https://whatsapp.com/channel/0029Vb6rVBD29757lPbMat3P
Shipping production systems that don’t wake you at 2am. Austin, Texas.