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— Production-Deployed Work

Systems That Ship and Sustain

Every project here is live. Architecture decisions, integration tradeoffs, and 90-day production metrics—documented without the slide-deck gloss.

Extreme close-up overhead of a developer's hands on a mechanical keyboard, dual monitors reflecting fintech dashboard data in cool blue light, sharp focus on the keys and faint screen glow on skin, clinical studio lighting
Extreme close-up overhead of a developer's hands on a mechanical keyboard, dual monitors reflecting fintech dashboard data in cool blue light, sharp focus on the keys and faint screen glow on skin, clinical studio lighting
Downward angle on a logistics operations workstation, multiple monitors showing live route maps and fleet telemetry, cool overhead fluorescent light, a hand resting near a mouse, focus on the screen data not the person, clinical and precise
Downward angle on a logistics operations workstation, multiple monitors showing live route maps and fleet telemetry, cool overhead fluorescent light, a hand resting near a mouse, focus on the screen data not the person, clinical and precise
Wide environmental shot of a healthtech engineering team mid-focus at standing desks, large monitors showing clinical data dashboards, cool blue-white studio light from ceiling panels, no eye contact with camera, shot from behind and to the side
Wide environmental shot of a healthtech engineering team mid-focus at standing desks, large monitors showing clinical data dashboards, cool blue-white studio light from ceiling panels, no eye contact with camera, shot from behind and to the side
/ Bespoke Implementations

Three Verticals. One Architecture Standard.

Fintech / Risk Intelligence

Real-Time Fraud Detection Pipeline

Replaced a batch-scoring model with a streaming inference layer on Kafka + Flink. Integration challenge: zero-downtime cutover across three legacy core-banking APIs.

90-day outcome: 94% reduction in false-positive chargebacks. P99 inference latency held at 38 ms under 12k events/sec.

Logistics / Route Optimization

Autonomous Dispatch Orchestration Engine

Built a multi-agent scheduler integrating with six fleet management APIs. Failover design required deterministic fallback to human-in-the-loop dispatch under degraded GPS signal.

90-day outcome: 22% fuel cost reduction fleet-wide. System uptime held at 99.97% across a 14-week peak season.

Healthtech / Clinical Automation

HIPAA-Compliant AI Triage Workflow

Architected an NLP triage layer over an existing EHR system. Key constraint: all inference must run on-premises behind the hospital firewall with a full audit trail per encounter.

90-day outcome: 41% reduction in intake processing time. Zero compliance exceptions logged across 18,000 patient encounters.

+ Across All Production Systems

The Numbers After 90 Days Live

99.97%

< 45 ms

14 Systems

Aggregate uptime across all deployed systems over trailing twelve months. Error budgets defined and honoured at contract level.

P99 inference latency target held across all streaming workloads. Latency budgets are contracted, not aspirational.

Production deployments currently under active monitoring and maintenance. No project handed off without a documented runbook.

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Have a System That Needs Architecting?

Scoping calls run 45 minutes. We map your integration constraints, define the error budget, and tell you honestly whether we are the right fit.