Services / Engineering

Engineering that stays ahead of demand

I design, build, and deploy high-performance AI systems that are robust, scalable, and ready for the real world.

Rust-first, memory-safe systems

AI infrastructure that crashes in production is expensive. I use Rust, WebAssembly, and careful systems design to eliminate entire categories of failure before they reach users.

  • High-throughput inference services and model routers
  • Zero-allocation hot paths and latency optimization
  • WebAssembly modules for browser-native and edge deployments

NVIDIA and GPU computing

From CUDA kernels to DGX Spark memory planning, I help you squeeze real performance out of GPU hardware instead of leaving it on the table.

  • CUDA optimization and unified memory planning
  • Distributed training and inference orchestration
  • Quantization, batching, and throughput tuning

Production, not prototypes

I have designed, architected, and shipped end-to-end AI systems from innovative proofs-of-concept to fully managed production deployments. Every line of code is written with observability, security, and maintainability in mind.

Build an AI system you can trust at scale

Tell me about the performance or reliability problem you need solved.

Start an engineering project

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Notes from the edge

Field notes on AI engineering, security, and performance. No spam.