INDEPENDENT ENGINEERING CONSULTANCY

Build smarter workflows.Run stronger systems.

Hands-on AI automation and cloud engineering, grounded in more than 20 years of enterprise software, storage and platform experience. Build, ship and operate with a clear path to handover.

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Advisory · Implementation · Ongoing support

+FROM WORKFLOW TO PRODUCTIONHQ / 01

01Understand

02Automate

03Operate

One connected system. Clear ownership at every step.

AI WORKFLOWSAWSKUBERNETESDEVOPSQUANT SYSTEMS

01 / WHAT I CAN HELP WITH

Engineering that connects the moving parts.

Bring a specific bottleneck or a system that needs a fresh perspective. We can start with an assessment, then build what your team needs.

AI & AUTOMATION

Put AI to useful work.

Connect AI tools to the workflows your team already uses. Turn repeated research, development and operational tasks into maintainable automation.

Workflow mapping and automation opportunitiesAgent integration, autonomous task loops and workflow graphsReview steps, evaluation and human approval

CLOUD & PLATFORM ENGINEERING

Build a platform you can operate.

Make AWS, Kubernetes and storage work together with a delivery process your engineers can understand and maintain.

AWS and Kubernetes architecture assessmentsContainer platforms, storage and stateful workloadsCI/CD, Argo workflows and automated failure reporting

ENTERPRISE ENGINEERING EXPERIENCE

Automation built on real infrastructure experience.

More than 20 years in enterprise software, storage and platform engineering—from hands-on implementation to technical leadership. This experience informs the consulting practice today.

Kubernetes reliability

Built end-to-end, scaling and functional tests for Kubernetes platforms, Argo workflows for platform and Kafka testing, and automated failure reporting. Bring that experience to release checks, chaos testing and service monitors.

Storage under real workloads

Built private-cloud test environments, performance frameworks and long-running stress tests for enterprise storage. Experience spans file systems, replication, high availability and deduplication, including customer issue reproduction and regression validation.

Automation across hundreds of machines

Led distributed test infrastructure across Linux, Windows and Solaris, consolidating hundreds of machines into a shared execution grid. Designed scheduling and reporting workflows and supported adoption by geographically distributed engineering teams.

A SPECIALIST PRACTICE

Your strategy. Engineered to run.

You bring the trading logic. I help turn it into a system you can test, inspect and operate—from the first backtest to automated execution.

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02 / SELECTED WORK

Built through real engineering work.

Self-directed platforms, focused utilities and research prototypes. Explore the problem, the engineering approach and what each project can bring to your team.

AI WORKFLOW AUTOMATION

Autonomous development loops, with review gates.

Connect task execution, independent review and verification with explicit workflow states and stopping conditions.

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QUANT / WORKFLOW PLATFORM

Portfolio Monitor

Bringing portfolio visibility, strategy rules and execution records into one trading workspace.

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AI / RESEARCH TOOL

Evidence-linked research graphs

Turn supply-chain research into structured relationships, evidence traces and comparable research packs.

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03 / HOW WE WORK

A clear path from problem to production.

Assess

Review the existing system, constraints and bottleneck. Agree on scope, risks and what success looks like.

Build

Work directly with your engineers. Implement in reviewable increments, with documentation and useful tests.

Operate

Validate the handover. Add ongoing monitoring and maintenance through an optional, separately scoped support agreement.

LET’S BUILD SOMETHING USEFUL

What should your team spend less time on?

Tell me about the workflow, platform or strategy you want to improve. We can start with a focused technical conversation.

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