Work
I work on high-stakes systems where software, markets and infrastructure meet.
Selected Experience
Environments where discretion often mattered more than visibility.
Datacenter, compute and network infrastructure
Quantitative research and execution
Crypto-native banking and technical leadership
Crypto venture and market-structure environments
Blockchain tracing, scam analysis and AML-style workflows
SaaS and mining-related systems
OSINT and structured analytical research
Primary Edge
Quantitative Systems
Statistical and structured approaches for market analysis and execution.
Risk & Portfolio Design
Exposure design across changing regimes, instruments and downside conditions.
Technical Architecture
Software and infrastructure systems built to remain legible as complexity grows.
Operational Optimization
Reducing friction and improving reliability across technical and analytical workflows.
Operational Automation
Identifying where workflows, handoffs, reporting and repetitive decision layers can be redesigned through software, automation and AI to reduce cost, improve margins and remove operational drag.