Solutions architect and hands-on engineer with 14 years of experience turning difficult ideas into dependable products across AI agents, real-time 3D, cloud systems, and developer tools.
Intellectual property
✦Published US patent
Selected work
Flagship platforms where architecture, product thinking, and execution had to work as one.
AI-native design platform
An infinite, GPU-accelerated design canvas orchestrated by planner–executor–validator agents, built for enterprise creative workflows.
↳Used by Puma, Ajio & ABFRL
Real-time 3D platform
A cloud-streamed Unreal Engine studio that brings photoreal 3D product design to the browser, without workstation-class hardware.
↳Adopted by London College of Fashion
Enterprise ML systems
Automated cataloging and AI photoshoot infrastructure built around distributed classifiers, diffusion models, and custom LoRA adapters.
↳70% faster catalog turnaround
In the lab · Currently building
Type a prompt and author 3D motion for characters and robots, fully offline. Pose it, extend the motion, and export straight to your DCC or rig. Real-time and GPU-accelerated.
Applied research · Fine-tuning
Adapting a 12B-parameter image model to a subject it has never seen, on hardware that fits under a desk.
Full fine-tuning rewrites every weight in the model, which is why it costs what it costs. LoRA freezes the base model and trains a pair of small low-rank matrices alongside the attention layers instead. What ships at the end is an adapter measured in megabytes. The base weights stay untouched, so one model serves every subject you train.
QLoRA shrinks the frozen base further by quantizing it to 4-bit, then trains the adapter on top of it in higher precision. The memory saved is the whole point. It moves a run that would have demanded datacenter cards onto a single consumer GPU, which is what makes an experiment like this something you can start on a weekday evening.
Recognition
“These students are being given the opportunity to trial an exciting new AI research and product development tool, Desara AI.”
Julia Redman · Lecturer & Unit Lead, London College of Fashion
View original post ↗ In the press
RFID Journal
BLE beacons and an app from DejaView Concepts automatically capture action videos of skiers and snowboarders as they pass through beacon zones, letting them view, edit, and share the footage.
Read on RFID Journal ↗Certifications
How I work
The best architecture emerges from a precise understanding of the user, the economics, and the operational reality.
I de-risk the unknowns early (rendering, latency, model behaviour, and scale) before the surrounding system becomes expensive.
Strategy is strongest when grounded in implementation. I lead architecture while remaining hands-on with the critical path.
Independent work
Type a prompt and author 3D motion for characters and robots, fully offline. Pose it, extend it, and export it to your DCC or rig.
Motion design written entirely in code: launch films, explainers, social ads and data stories, rendered by my own engine from a brief.
A composer inside FL Studio. Chat with Claude or a local Ollama model and get chords, melody, bass and drums written into an editable piano roll.
Live, interactive retopology. Wrap a base mesh onto a scan and watch it flow, then grab it and push it around while the solver runs.
Self-hosted code knowledge engine: a wiki, a live dependency graph, and a cold-start briefing agents read over MCP.
Local-first control plane for a fleet of AI-operated machines.
Native Python scratchpad with a live debugger and DSA visualizer.
Visual debugging for LangGraph agents, directly inside VS Code.
Writing & explorations
Medium · Technical writing
Exploring robust offline data transfer using ultrasonic audio, frequency-shift keying, and signal processing on Android.
Read article ↗
Medium · Technical writing
How a weekend hackathon project explored ride-sharing infrastructure using blockchain and IoT.
Read article ↗
Medium · Technical writing
A look back at building a smartphone OMR scanner when mobile computer vision was still genuinely difficult.
Read article ↗Always exploring challenging problems
