Selected work

A few engagements, described honestly.

Representative engineering engagements with the real shape of the problem, the approach, and the measurable result — client names withheld where confidentiality applies.

Product Engineering · Cloud Architecture

Rebuilding a trading platform’s execution layer under live load

A re-architecture of a FinTech execution engine from a single monolith into an event-driven system, carried out without a maintenance window.

Deploy frequency: 1×/quarter → 1×/day
P99 order latency: −63%
Execution-path incidents: 0 during migration

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Product Engineering · Product Design

A scheduling system clinics could trust on the first day

A ground-up patient scheduling and intake product for a multi-clinic healthcare network, designed around real front-desk workflows rather than a generic calendar.

No-show rate: −28%
Front-desk admin time: −40 min/day
Tools consolidated: 3 → 1

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Applied AI · Platform Engineering

Automating freight-document processing for a D2C logistics platform

An AI-assisted document pipeline that cut manual review of freight paperwork from hours to minutes, with a human-in-the-loop safety net kept in place by design.

Manual review time: −81%
Low-confidence auto-flag rate: 100% routed to review
Processing throughput: 6× documents/hour

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