Experience

One career, five lenses.

The same roles and projects read differently depending on what you're hiring for. Pick the angle that matches what you need — each page covers the relevant roles, tools and shipped work in full.

Agentic AI & Automation

Multi-agent delivery systems

A multi-agent engineering system (developer → refute-by-default reviewer → instructor) that built a 400k+-line quant platform, an LLM/RAG product design, plus the IoT and support-automation work that built the instincts behind it.

Claude CodeMulti-Agent OrchestrationLLM / RAGCursorIoT

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Cloud Compute

AWS architecture, end to end

Event-driven serverless systems on AWS — from a multi-account trading execution stack to a full serverless rebuild of a property-management automation pipeline.

AWS LambdaDynamoDBCloudFormationEventBridgeSQS FIFO

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Trading Systems

Execution infra & order flow

A quant research platform promoted to live C++ execution with bit-level parity, ACSIL study suites on Sierra Chart, a Python backtesting/execution platform on Rithmic, and the Discord tooling that manages access to it all.

Quant ResearchC++ / ACSILMarket MicrostructurePythonRithmic API

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Project Management · Customer Success

Project management & client delivery

Regulatory programs with 5+ person teams, long-term banking clients that renewed year after year, and forward-deployed work as the bridge between clients and quants.

Delivery PlanningStakeholder ManagementCustomer SuccessForward-DeployedJira

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Risk Management

Ten years on the risk desk

Credit-risk modeling and regulatory delivery across an in-house bank, a Big Four consultancy, and a founder-led advisory — PD, LGD, ECL, IRB, ICAAP, IRRBB.

IRBIFRS 9PythonModel Validation

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