We build production AI systems and open-source desktop applications. We also advise organisations navigating the intersection of advanced technology and complex geopolitical environments — from emerging-technology risk and dual-use systems strategy to AI-enabled policy analysis. Fractional Head of AI, LLM and agentic systems, strategic advisory for high-consequence decisions.
From strategy and architecture to hands-on delivery. I help post-seed startups build production AI systems that actually work.
Define your AI roadmap, evaluate build-vs-buy decisions, and architect systems that scale with your business.
Production-grade retrieval-augmented generation pipelines with proper evaluation, guardrails, and observability.
Tool-integrated reasoning agents that perform real tasks. Multi-step workflows with proper error handling.
Applied quantum computing and quantum machine learning for research, prototyping, and advanced computational workflows.
Applied analysis for complex geopolitical environments, dual-use technology strategy, and AI-enabled policy questions.
Technologies & Expertise
Frameworks, decision criteria, and hands-on guidance for teams planning their next AI move.
On-Demand Head of AI and Chief Data Scientist with 20+ years shipping production AI systems.
AIMO-2 Gold Medalist and founder of QNeura.ai. With 20 years of hands-on AI and systems engineering across Fortune 500 programs and award-winning open source.
Leads strategy and delivery for LLM-powered systems, RAG pipelines, agentic AI, MLOps, quantum computing, and quantum machine learning (QML) at production scale. Also advises on emerging technology strategy and geopolitical risk in complex institutional environments, drawing on graduate research in strategic studies and advanced technology governance.
Stack: Python/PyTorch, C++/CUDA, TensorRT, vLLM, and AWS/GCP.
Academic background: Strategic Studies, MSU (strategic risk, emerging technology ethics) · Quantum Physics/Computing, Johns Hopkins · Signal Processing, Queen Mary · Engineering, Ben-Gurion.
Reach out to discuss your AI roadmap, evaluate vendors, or get hands-on help shipping production systems.
From strategy to production. AI systems that work, not just demos.