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— Personal site / 2026Barcelona · Beirut · Athens · Abu Dhabi · Open to relocation
Urbanist · AI Strategist

Rafik El Khoury

Urbanist and AI strategist for a sustainable built environment. Engineer by training.

Civil engineer and urban planner, now building AI tools for architects at RELK. Authorised to work in the UK, EU and UAE.

URBANIST · AI STRATEGIST · SUSTAINABLE BUILT ENVIRONMENT · CIVIL ENG + SPATIAL PLANNING + URBAN DESIGN + AI ·
— 01Work......................

Selected projects

At RELK · Rafik El-Khoury & PartnersAug 2026 – now
012026 · Live commission
Heritage planning · Akkar, Lebanon

Coliath Castle: site strategy

A 12th-century castle sits in the middle of a growing village. Before anyone designs, what can the site actually hold?

162buildings mapped within 200 m
87,672hourly climate records analysed
~52,000words of source-tagged research

Stack: QGIS · OpenStreetMap · SRTM DEM · ERA5 · Python · Blender · Multi-agent research

022026 · In use
AI agents inside Revit, safely · used by the office's architects

Revit MCP, hardened

Architects wanted AI agents to work in live Revit models. The open-source bridge had no authentication.

1,240passing tests, up from 64
5 / 5security findings fixed same day
9new tools added

Stack: Python · pyRevit Routes · MCP · Revit API · pytest + CI

fig. 02 · Architecturediagram
  1. 01AI agentClaude / Codex
  2. 02MCP servertoken auth · capability profiles
  3. 03pyRevit bridgefail-closed · strict errors
  4. 04Live Revit model
Writes need human sign-off. Classification profile: the AI drafts, a person approves each write.
042026 · Built · internal
Tender compliance checking

C-Gate

Integrity clauses in procurement tenders are easy to miss and costly to get wrong.

381automated tests
15checklist items, quotes grounded verbatim
0LLM calls in the review path

Stack: Python · PyMuPDF · python-docx · SQLite ledger · FastAPI · Local LLM (drafting only)

fig. 04 · Review pipelinediagram
  1. 01IngestPDF / DOCX
  2. 02Segmentclauses
  3. 03Extractrequirements
  4. 04Groundverbatim or deleted
  5. 05Resolvereferenced docs
  6. 06Adjudicate15 items
No LLM in the review path. Output is evidence or a flag, never “compliant”. A person decides.
052026 · Piloting in the ERP
Hours by chat, into Excel

Timesheet bot

Hundreds of staff log hours in separate Excel workbooks, and someone chases them every month.

703tests passing
329workbooks generated in ~79 s
418project codes matched

Stack: TypeScript · Microsoft Teams SDK · Telegram · Claude · xlsx-populate · SQLite

fig. 05 · Flowdiagram
  1. 01Chat messageTeams / Telegram
  2. 02Parse hourstyped output
  3. 03Matchstaff + project registry
  4. 04Writethe real Excel workbook
Diagram only. Screenshots with test data to follow.
Also in progress at RELK
AI layer for the office ERPPiloting

A local, permission-scoped agent layer on ERPNext. The timesheet bot and Revit MCP already plug into it. No cloud LLM.

rafikelkhoury.com rebuildPreview, not launched

New Astro site for the firm, with a 528-project archive and a new design system.

At IAAC + EADA · AI for Architecture & Business Innovation2025 – 2026
062026 · Shipped
3rd place, Infrared.city Buildathon 2026 · solo

CoolSpend

Barcelona has a fixed tree budget. Which streets should get trees first to cut heat where people live?

90 treesplaced on a €1M citywide plan
20,609 m²cooled, measured on live UTCI
26,745residents served

Stack: Python · FastAPI · shapely · Infrared.city SDK · React · deck.gl

072026 · Active
Shade placement for festivals

FestCOOL / U-Shade

Festival crowds stand on bare concrete in peak heat. Where should a limited amount of shade go?

6 mgrid of heat × crowd density
~1,080 m²shade from 30 reclaimed sails
4person team; I led the code

Stack: Python · infrared.city UTCI · JuPedSim · Integer programming · Mapbox GL · Claude

082025–2026 · Shipped
Zoning checks inside Rhino

ARCHAI

Checking a massing model against zoning rules is slow, manual, and hard to audit.

41checks on a 10,880 m² test site
19 / 22pass / fail, each citing its rule
0missing or unsupported metrics

Stack: C# / RhinoCommon · Python · ChromaDB · GPT-4o-mini · OpenStreetMap

— 02About......................

About me

I'm an urbanist and an AI strategist. I studied civil engineering at Loughborough and spatial planning with urban design at Dundee. In July 2026 I finished a joint IAAC and EADA programme in Barcelona on AI for architecture and business innovation (two master's degrees).

Since August 2026 I've been AI Implementation Strategist and Urban Planner at Rafik El-Khoury & Partners, a consulting engineering firm founded in 1967. I run site studies and build the tools our architects use. On Coliath Castle I walked the site on 18 August and had the first GIS figures out three days later.

Most of my day is spent with clients, engineers and architects. I move fast and I care about getting the details right. I'm looking for urban planning or urban design roles where GIS, data and AI are part of the job.

— 03Earlier work......................

Previous experience and education

2025 · 9 moAbu Dhabi, UAE

Rafik El-Khoury & Partners — Consulting Engineers

Graduate Urban Planner
  • —Evaluated international masterplan proposals for a 19 km² island development; built a scoring framework weighting design merit, consultant expertise, and long-term vision alignment.
  • —SHA villa complex redesign in Al-Jurf — piling works and peer review, CAD refinement, sales brochure design.
  • —Programmed three community parks in Madinat Al-Riyadh through site analysis and public-space planning.
  • —Co-authored school-rehabilitation proposals for an international donor programme in southern Lebanon.
  • —Briefed the president of Aramoun municipality on the town's urban character and proposed interventions.
2023 · 3 moUAE

IMKAN Properties

Site Engineer
  • —Villa inspections across multiple construction stages; weekly progress reports for all villas.
  • —Worked across construction sequences and methods — tiling techniques, waterproofing applications.
2020 · 2 moBeirut, Lebanon

Rafik El-Khoury & Partners — Consulting Engineers

Engineering Intern
  • —Reviewed the Solid Waste Master Plan for Greater Beirut — waste generation, environmental impact, recycling strategies.
  • —Supervised on-site activities at the Burj Hammoud Landfill — leachate collection oversight, waste-load recording, worker-safety enforcement.
2023—2024Dundee, Scotland

University of Dundee — MSc Spatial Planning with Sustainable Urban Design

Research-by-design dissertation
  • —Team-based masterplan for a new residential complex in Dundee's urban-rural fringe.
2022 · 6 wkPortugal

Quinta do Vale

Permaculture Design Certificate
  • —Full PDC under Geoff Lawton-lineage instruction.
2018—2022Loughborough, UK

Loughborough University — BEng Civil Engineering

Dissertation: Natural Flood Management
  • —Biodiversity and flood resilience in England; the case for ecology-led engineering tolerance.
— 04Contact......................

Get in touch

I currently build software for the family practice, Rafik El-Khoury & Partners, and I'm open to collaboration where it fits well.

I'm looking for a full-time job in urban planning or urban design, where data and AI are part of the work. If you are hiring, or want to work together on a project, get in touch.

Book a call
cal.com/rafik-el-khoury-6vwa4v
20 min · plain conversation · no slides