Dubai · 2026
Portfolio·Dubai, UAE
I track where technology is heading, then build the tools and prototypes that get there first.
3D Gaussian-splat reconstruction
Academic research
The applied Gaussian-splatting work, written up for publication. The benchmark already guides which engine ships behind every scan in production.
Deploying Gaussian Splatting
Production-deployment lessons across a 20-engine benchmark (6 evaluations run so far), a scan-difficulty taxonomy, and failure-mode reporting.
Mirrors and glass
Classified-quadric reflectors for the mirror-and-glass problem that breaks splatting in high-end interiors.
Production apps
Live, user-reachable
Internal tools
Built and in use
Pipelines
3D + ML, built or integrated
Engines integrated
Across the benchmark
Selected work
←→keys to step · or scroll
01·3D & Spatial
20 Gaussian-splat engines integrated into one benchmark harness, 6 evaluations run so far. Which one actually survives a real luxury-interior scan, not just the leaderboard.
02·3D & Spatial
One map-led surface that folds the scan library, the live 3D viewer, and the listing intelligence into a single tool instead of four. Every point on the map is a real on-site capture; pick one and walk it in the browser.
03·AI / ML
An entity-centric valuation platform and on-demand AVM over 538K entities across 28 sources, with a MAPE and RMSE calibration and backtest harness; an internal snapshot showed ~7% MAPE.
04·AI / ML
A domain-tuned LLM and agentic broker assistant for Dubai luxury real estate, a QLoRA fine-tune on 15,369 instruction pairs, running locally.
05·Product
Internal cockpit for the BARNES Dubai innovation team: project tracking, multilingual RBAC (EN / FR / AR), embedded Apache Superset BI, and a marketing-engineering toolkit (SEO/AEO/GEO, competitor console, Data Atlas, 3D Scans, CRM Copilot, an in-portal Barnes Dubai LLM assistant, and an AI content studio for marketing scripts and storyboards).
06·Marketing
An audit, scoring, and first-party measurement toolkit for staying visible in AI answers (ChatGPT, Perplexity, Claude) and in Google, scored from your own Search Console data, not a third-party broker's.
07·Marketing
Directing generative-video films end to end, from brief and storyboard to directing the shots to a delivered edit, working closely with talented videographers and editors, alongside creative direction across BARNES Dubai and Living Homes. The Marina Sozopol launch film ran to 27 storyboarded shots blending real footage, 3D renders, and AI-generated video; the In motion series carries the brand films, with the Maison Margiela Dubai Residences launch as the flagship.
08·Marketing
A public marketplace for luxury real-estate opportunities, multilingual (EN / AR / FR / RU), with hreflang and structured data tuned for search and answer-engine discovery. I built the first version of the site; a talented colleague has since drastically upgraded it.
09·3D & Spatial·Passion project
A navigable solar system where every world is a real 3D Gaussian splat, trained on a GPU from open NASA and USGS imagery and elevation, not a texture on a sphere. Fly through, warp to any planet, read it up close.
10·AI / ML·Passion project
A personal knowledge companion that captures what you see, read, and hear into an Obsidian vault, then helps you actually learn it. A Knowledge Trainer turns notes into flashcards, grades your free recall, and schedules spaced-repetition reviews. Local-first; vault sovereignty is the hard constraint.
11·Product·Passion project
Invitation-only natal-reading practice. Hand-prepared readings synthesise Western, Chinese BaZi, and Vedic Jyotish, backed by per-user accounts, daily astronomy-engine transits, a falsifiable prediction tracker, synastry, and tarot import.
Selected work
Production research, applied AI, spatial.
01·3D & Spatial
20 Gaussian-splat engines integrated into one benchmark harness, 6 evaluations run so far. Which one actually survives a real luxury-interior scan, not just the leaderboard.
02·3D & Spatial
One map-led surface that folds the scan library, the live 3D viewer, and the listing intelligence into a single tool instead of four. Every point on the map is a real on-site capture; pick one and walk it in the browser.
03·AI / ML
An entity-centric valuation platform and on-demand AVM over 538K entities across 28 sources, with a MAPE and RMSE calibration and backtest harness; an internal snapshot showed ~7% MAPE.
04·AI / ML
A domain-tuned LLM and agentic broker assistant for Dubai luxury real estate, a QLoRA fine-tune on 15,369 instruction pairs, running locally.
05·Product
Internal cockpit for the BARNES Dubai innovation team: project tracking, multilingual RBAC (EN / FR / AR), embedded Apache Superset BI, and a marketing-engineering toolkit (SEO/AEO/GEO, competitor console, Data Atlas, 3D Scans, CRM Copilot, an in-portal Barnes Dubai LLM assistant, and an AI content studio for marketing scripts and storyboards).
06·Marketing
An audit, scoring, and first-party measurement toolkit for staying visible in AI answers (ChatGPT, Perplexity, Claude) and in Google, scored from your own Search Console data, not a third-party broker's.
07·Marketing
Directing generative-video films end to end, from brief and storyboard to directing the shots to a delivered edit, working closely with talented videographers and editors, alongside creative direction across BARNES Dubai and Living Homes. The Marina Sozopol launch film ran to 27 storyboarded shots blending real footage, 3D renders, and AI-generated video; the In motion series carries the brand films, with the Maison Margiela Dubai Residences launch as the flagship.
08·Marketing
A public marketplace for luxury real-estate opportunities, multilingual (EN / AR / FR / RU), with hreflang and structured data tuned for search and answer-engine discovery. I built the first version of the site; a talented colleague has since drastically upgraded it.
09·3D & Spatial
A navigable solar system where every world is a real 3D Gaussian splat, trained on a GPU from open NASA and USGS imagery and elevation, not a texture on a sphere. Fly through, warp to any planet, read it up close.
10·AI / ML
A personal knowledge companion that captures what you see, read, and hear into an Obsidian vault, then helps you actually learn it. A Knowledge Trainer turns notes into flashcards, grades your free recall, and schedules spaced-repetition reviews. Local-first; vault sovereignty is the hard constraint.
11·Product
Invitation-only natal-reading practice. Hand-prepared readings synthesise Western, Chinese BaZi, and Vedic Jyotish, backed by per-user accounts, daily astronomy-engine transits, a falsifiable prediction tracker, synastry, and tarot import.
Recognition
Two brands represented on-stand at four international tech expos.
Practice
Seven interlocking lanes. Research feeds product, product feeds engineering, engineering feeds the brief that wins the partnership.
Fine-tuning, retrieval, multi-agent systems, computer vision.
A means, not the message: the toolset I reach for to prototype, integrate, and ship what research turns up. Most implementation now runs through agentic coding agents (Claude Code, Codex, Antigravity); my edge is architecture, integration, and getting it to production.
Trend scouting to value-prop validation to roadmap framing.
Directing AI-generated films end to end, and creative direction across brand marketing.
International technology expos, partnerships, and demand generation across four languages.
Benchmarking, sizing, correlation, geospatial risk, business intelligence.
Real-time 3D, photogrammetry, AI-assisted media for storytelling.
Tools in the kit
Claude Code · Google Antigravity · OpenAI Codex · Cursor · GitHub Copilot
Midjourney · Sora · Runway · Veo · Flux · Stable Diffusion · AI voice & music
3DGS capture & editing · LiDAR / photogrammetry · Cesium · Three.js · Blender
HTML/CSS · Figma · Framer · Webflow · Wix · Squarespace
Notion · Linear · Twenty CRM · HubSpot · LinkedIn Sales Navigator · Google Workspace
Apache Superset · PostHog · Google Analytics · Similarweb · Semrush · Ahrefs
The lens
Cinema is the first lens. Editorial design is the second. The work sits between those two and the systems I build, which is why even the research artefacts try to look like something you’d want to keep.
Drawn to the places where applied AI starts touching physical space: scanned interiors, generated rooms, city-scale capture, multi-agent orchestration that compresses a week into a morning. My personal projects are where new techniques get tested before they touch a client product.
Beyond the studio, I’m an admin and avid member of the Gaussian Splatting Community on LinkedIn, the practitioner hub where the field’s research crosses into production.
Self-portrait·In pointers
Contact
For research collaborations, product prototyping, applied-AI engagements, or just a conversation about where the next bets are.