Architecture decisions, stakeholder alignment, and security models come from a decade of living inside real enterprise processes — not from a prompt.
AI pairs on the code: data models, infrastructure templates, release notes, and refactors — scaled to 350M+ tokens a month across multiple models.
The combination ships event-driven platforms in weeks that erase thousands of hours of manual work per year — measured, audited, in production.
A selection of recent work showcasing human–AI collaboration in production
Event-driven regulatory reporting platform: inbound government emails trigger automated parsing, case creation, and API reporting. New countries onboard through configuration — zero code changes.
Root-cause analysis and corrective-action management for operations compliance — approval workflows, star-schema reporting, and Federal / Non-Federal data isolation with enhanced MFA.
Replaced fragmented request channels with a single self-service intake tool and automated workflow for finance launch planning — now the enterprise default channel.
Centralized intake and real-time tracking for all technical development requests across the org — replacing manual spreadsheets with configurable self-service tooling.
Designed a cross-org quality metric, then shipped the first partner-facing self-serve reporting of its kind — row-level security guarantees zero cross-partner data exposure.
Led the move from six legacy DataMarts to a single governed platform on Fabric and Azure SQL serverless — then trained the analyst team on the new pipelines.
I'm a fusion developer at Microsoft — the role that lives between low-code speed and pro-code depth. My path ran from data analyst, to metric architect for a $99B business line, to data platform builder, to end-to-end owner of production automation platforms used by operations, compliance, and digital safety teams.
The through-line: find the manual process everyone has accepted as inevitable, and make it disappear. I design the architecture, model the data, build the security (row-level security, Entra ID, Managed Identity, zero secrets in code), ship it, and stay accountable in production.
Since 2025, AI has been a genuine collaborator in that work — I mentor engineers on AI-assisted development, and I build with it daily across coding, architecture, and documentation.
Interested in connecting or want to learn more about my work?
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