Fig. 01 — general arrangement

Agents that show their work.

I turn model capability into systems people can inspect, steer, and trust — LLM automations in production for around 40 clients, an immigration platform with a government-form autofiller, and a memory system that follows an AI across devices.

Selected work About

Detail A — portrait of Othman Arnaout with callouts to three career erasDETAIL A — SUBJECT, 1:1Ø 2015 → 2026MECHANICAL ENG.2015GAME DEV & PRODUCTION2021–24AI SYSTEMS2023 →

Selected work

DWG 01–06 · 4 published

History

scroll to travel back ↓
2023 → now

AI systems

solutions architect · remote
An AI system as a general arrangement: server racks on a raised floor, an agent linked to its model, memory and tools, and a laptop terminal showing the trace of its tool calls, drawn as blueprint linework42U1234AGENTTOOLSMODELMEMORYUSERTRACE · TOOL CALLS · CITATIONSAI SYSTEMS — GENERAL ARRANGEMENTHISTORY · STATION 01 · 2023 → NOW · REMOTE
2021 → 2024

Toronto

game development & production
Toronto skyline from the islands: the CN Tower, Rogers Centre and the Financial District, drawn as blueprint linework553 mMAIN POD · 346 mTORONTO — SKYLINE FROM THE ISLANDSHISTORY · STATION 02 · 2021–2024
2015 → 2020

Jeddah

mechanical · field · proposals
Jeddah corniche from the Red Sea: the King Fahd Fountain, the Al Rahmah floating mosque and a steam turbine-generator detail, drawn as blueprint linework312 mAL RAHMAH MOSQUE · 1985DETAIL A · STEAM TURBINE-GENERATOR · 700 MWJEDDAH — THE CORNICHE FROM THE RED SEAHISTORY · STATION 03 · 2015–2020
2010 → 2015

Amman

bsc mechanical engineering
Amman across the old city: stepped houses on the hills, the Temple of Hercules columns on the Citadel and the Roman Theatre, drawn as blueprint linework≈ 10 mTEMPLE OF HERCULES · AD 162–166ROMAN THEATRE · 2ND C. ADAMMAN — THE CITADEL ABOVE THE OLD CITYHISTORY · STATION 04 · 2010–2015