• 2 years building agentic systems in production.
• 3 years in commercial model development, including LLM infrastructure from scratch and large‑scale data preparation.
• 2+ years in blockchain: Rust and Solidity smart contracts, tooling, and ecosystem integration.
• 10+ years building software in enterprise environments, primarily with .NET.

• Clarity‑first AI: verifiable, explainable, auditable outcomes over “black‑box” ambiguity.
• From data to deployment: robust pipelines, evals, and guardrails that hold up in real workflows.
• Enterprise‑ready integrations and governance without sacrificing DX or iteration speed. Learn more at madc.ai.

• Infrastructure as a product: observability, testing, evals, reproducibility.
• Data‑centric mindset: quality, lineage, feedback loops.
• Security & privacy by default. Clean, maintainable code and great DX.

Rust • C# (.NET) • Python • TypeScript • JavaScript • Go • C/C++ • Bash/Shell

_{Also worked with: Solidity, Dart, HTML/CSS, Dockerfile, Kotlin, Java, Objective‑C/Objective‑C++, Swift, PowerShell, Make/CMake, GLSL/HLSL, CUDA, Assembly, Batchfile, Linker Script, Liquid, Makefile, Mako, NASL, Puppet, Ruby, ShaderLab, Smalltalk, Vue, Jupyter Notebook, Just, Gherkin, HIP.}

• MADC: madc.ai