Work
Every project, shipped or in progress.
Client and studio work
3D & SpatialIn development3DGS Research Pipeline
26 Gaussian-splat engines integrated into one benchmark harness, evaluation in progress. Which one actually survives a real luxury-interior scan, not just the leaderboard.
3D & SpatialIn betaBarnes Vantage
An international portal for viewing real Dubai residences in 3D, from anywhere in the world. Every point on the map is a real Gaussian-splat capture: walk it yourself in the browser, or have a broker drive the same walkthrough live while you follow along on your own device.
AI / MLIn productionData Atlas
An entity-centric valuation platform and on-demand AVM over 40K+ entities across 11 sources, with a MAPE and RMSE calibration and backtest harness; an internal snapshot showed 7.2% (May 2026 backtest) MAPE.
AI / MLIn productionBarnes Dubai LLM
A domain-tuned LLM and agentic broker assistant for Dubai luxury real estate, a QLoRA fine-tune on 15,369 instruction pairs, running locally.
AI / MLIn betaInfinity Broker
A white-label AI co-pilot for US luxury brokerages: a self-hosted, fine-tuned LLM running a tool-calling agent loop over real Miami-Dade County property records and a brokerage's own CRM inventory and leads. The pitch is the interface, not another data feed, one plain-language layer that reads across the MLS, CRM, and inbox tools a brokerage already pays for.
ProductIn productionInnovation Portal
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, marketing-intelligence dashboard, Data Atlas, 3D Scans, CRM Copilot, an in-portal Barnes Dubai LLM assistant, and an AI content studio for marketing scripts and storyboards).
MarketingIn productionSEO · AEO · GEO Toolkit
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.
MarketingIn productionGenerative Video & Creative
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.
Personal projects
3D & SpatialLiveSplatlas
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.
AI / MLIn betaAriOS
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.
ProductIn betaHouse Call
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.
3D & SpatialLiveFuture Office View
Virtual office staging proof-of-concept. Takes a real listing photo and produces convincing workplace concepts via image-to-image diffusion while preserving room geometry (walls, windows, perspective). Six prompt styles, three occupancy levels, multi-model comparison across GPT-Image, Flux Kontext, and Gemini Nano Banana.
ProductIn developmentHalation
Subscription web app for cinephile designers. Two surfaces, a personal taste graph that ships a weekly cinematographer-voice essay (a *through line*) over your library, and a Reddit-style Learn community for cinematography / lighting / colour / production design / directors / shot-of-the-week. Localhost-only through validation; private-beta later.
ProductPre-launchReel Estate
Pay-per-listing video staging service for Dubai real-estate agents. AI-generated tour reels conditioned on a single listing photo plus structured property metadata. Pricing, wedge, and waitlist live; production stack hand-off to Bonya Studio.