Selected work

Production systems — not slideware

AKAF delivery from investment products and agentic AI to lakehouse pipelines, cloud platforms, enterprise BI, and content systems that non-developers can run.

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What shipped

Proof in production

Each card is a real delivery — click for the challenge, what shipped, and the outcome.

Investment Portfolio System

$7M+ in real assets, run day-to-day by the client.

Agentic AI + MCP server

Ten production tools over the database and inbox — permissioned, not a demo.

Medallion lakehouse

Daily loads that stay green — and page a person when they don't.

Cloud data platforms

Azure and AWS pipelines — batch or streaming — tested and released automatically.

Enterprise BI & modeling

Reports that don't break when the system changes.

Content CMS & localization

Editors write the words; we still push the button.

CASES · 1 OF 6 · INVESTMENT PORTFOLIO

$7M+ in assets, run by the operators themselves

A live portfolio product where each team manages its own holdings — not a dashboard demo.

The challenge

Millions in real assets tracked across spreadsheets — no roles, no audit trail, and every consolidation done by hand.

What we shipped

A secure web product: each team sees only its own holdings, dashboards update in real time, and edits and Excel export happen right where the work does.

$7M+real assets tracked daily

1 systemoperators run day-to-day without us

Role gateseach team sees only its own holdings

Under the hood

Next.jsReactSupabase / PostgreSQLRole-based accessPHPPython

Running critical numbers in spreadsheets today?

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