02 — Selected work

Four problems, four sets of judgement calls.

Each case study covers the mechanism, the numbers, and the trade-off I would make differently today.

FEATURED · 04

Settly · 2024–Present

Relocation AI Agent Platform

A multi-agent AI system that turns relocation expert knowledge into scalable platform capability — with structured evaluation, retrieval-augmented generation, and human-in-the-loop deployment.

~30%

query effort removed

3

domain agents

RAG

trusted sources

MULTI-AGENTRAGLLM EVALUATIONHITL

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ORCHESTRATOR → 3 AGENTS

04

Settly · 2024–Present

Relocation AI Agent Platform

A multi-agent system that turns relocation expert knowledge into platform capability — retrieval, evaluation and human-in-the-loop.

MULTI-AGENTRAGLLM EVALUATIONHITL

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SETTLY → VENDOR → CAPTURED

03

Settly · 2024–Present

Vendor Communication Platform

Centralised vendor communication that cut response times in half and ended inbox fragmentation.

Product Vision for Crew Scheduling

Repositioned a mid-market scheduling tool as an enterprise operations backbone — 80% revenue growth.

Custom Pay Rates

A flexible rate engine that unlocked U.S. market entry — 25% more license upgrades.

PRICINGU.S. EXPANSION

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