Selected work

Production AI and product design, shipped

Real systems and products across AI agents, computer vision, digital twins, logistics, and healthcare — built to run in production, not to demo. Client details are kept confidential; outcomes are described by domain.

AI agents

Multi-agent content engine

An autonomous discovery-to-publish pipeline that scores sources and drafts content — with human approval before anything ships.

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AI · Revenue

AI outbound revenue engine

AI discovers and verifies accounts, personalizes outreach at scale, and classifies every reply — 42,918 emails into $12.8M pipeline. Includes a live dashboard.

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Computer vision

Vision extract for tower assets

Reads engineering drawings and spec tables into a structured asset database that feeds a digital twin — low-confidence items go to human review.

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Automation

AI SEO pipeline with guardrails

A multi-agent AI system — discovery, scoring, drafting, and verification agents — with deterministic guardrails. Includes a live dashboard.

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IoT · Smart city

Digital twin for fire-alarm systems

A real-time twin of distributed safety infrastructure — sensor pipelines, anomaly detection, and one operational view.

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Digital twin

iTwin digital-twin engineering

Digital twins built on an enterprise iTwin platform — turning asset data into a live, queryable model.

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Logistics

Procurement & tender platform

A live reverse-auction platform for carrier tenders — award on value, auto-generated contracts, and a full audit trail.

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HealthTech

Medical imaging platform

A browser DICOM viewer with reporting and optional, human-confirmed AI assist — de-identified and compliance-aware by design.

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Data / AI

AI vehicle-data platform

Multi-model enrichment with strict anti-hallucination rules — shipping a versioned, verified vehicle database.

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HealthTech · UX/UI

Medical device companion app

UX/UI for a pain-management medical device — clear, safe controls and monitoring for patients, designed for a regulated context.

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Infrastructure · UX/UI

Building inspection & asset app

A field app for inspecting building assets and supply installations — status per item, per building, in one clear view.

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Computer vision · UX/UI

Camera & monitoring dashboard

A control dashboard for camera-based monitoring — live map, device health, and event review in one operational screen.

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Product design

Career & creator platforms

End-to-end product design for community platforms — from research and flows to a polished, shipped UI.

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Product

DMV-prep consumer app

A US consumer edtech product taken from strategy and PRD to a shipped, multilingual app on a modern stack.

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