I architect and build enterprise-grade cloud infrastructure that scales — reliable, secure platforms that let teams ship faster while focusing on the product.
Twenty-plus years across platform architecture, infrastructure-as-code, MLOps, and compliance work — spanning design agencies, live streaming, VFX rendering farms, retail, biotech drug discovery, endpoint security, AI/ML infrastructure, and agentic systems. Multi-cloud by default, with the operational discipline that keeps products running while they grow.
Designing and implementing scalable, enterprise-ready platforms from the ground up. Multi-cloud architectures that hold up under audit and scale — with the single-tenant and compliance patterns that make enterprise contracts possible.
Building platforms that support AI and ML workloads in production — from model training pipelines and GPU cluster management to serving infrastructure for generative AI applications.
Treating infrastructure like software: versioned, reviewed, tested, and reproducible. Consistency across environments without drift, without snowflakes, without surprises.
SOC2 Type I & II, data segregation, single- and multi-tenant enterprise architectures. Compliance is shifted left and built in — not bolted on before an audit.
CI/CD pipelines, deployment automation, and operational practices that enable rapid, reliable software delivery without trading away system stability.
Full-stack observability and reliability engineering — dashboards that answer questions, alerts that matter, and systems that explain themselves when things go wrong.
Operationalizing AI agents with safety and control built in — guardrails, behavioral evals, sandboxed execution, and isolation patterns that keep autonomous systems bounded. Sovereign inference for organizations with strict data residency requirements. Eval harnesses built on DeepEval and custom frameworks, wired into CI so agent regressions surface before they reach production.
I work with organizations to build platforms that hold up —
whether that's scaling existing infrastructure, migrating to the cloud, implementing compliance,
or standing up something entirely new.
Currently open to advisory conversations with early-stage startups.
If something here resonated, reach out.
