Summary
I build and guide real-time trading data & execution platforms with a market-microstructure lens—so researchers and traders can act with confidence.
The mandate is growth: align data, tooling, and governance so desks scale from exploratory work to institutional-grade operations without losing pace or clarity.
Current Focus
- Unified market views across centralized and on-chain venues, keeping structure consistent from research to execution.
- Real-time signals that surface liquidity shifts, flow narratives, and actionable market structure insight.
- Data pipelines that stay orderly under pressure, with replay, audit, and quality controls built in.
- Execution hooks that move ideas from research into live trading while preserving explainability.
- Operating models that tie streaming infrastructure to trading objectives and measurable service levels.
- Partnership with portfolio leadership to convert system design into risk awareness and growth mandates.
Operating Principles
- Lead with clarity: deterministic systems, transparent assumptions, and the ability to retrace every decision.
- Stand shoulder-to-shoulder with quantitative, trading, and product partners to own metrics together.
- Engineer for resilience—controlled latency, graceful fallback paths, and confident transitions from research to production.
- Communicate in plain language so cross-functional teams can move quickly without losing alignment.
Collaboration
I work best with prop and market-making teams that value clean foundations, explainable features, and pragmatic iteration. Open to compare notes, share architecture briefs, or explore leadership tracks where system design and market perspective meet.