Tools designed, built and put into production.

A research and story-development engine for long-form screen projects. Big productions accumulate years of research, reference, drafts and conversations, and most of it ends up scattered across drives and inboxes. Drover pulls it into one connected knowledge graph, so the relationships between characters, places, ideas and sources are queryable rather than buried.

• An AI layer that answers questions against the material and surfaces connections a human wouldn't spot — every answer traceable back to its source
• Pluggable inference: fully on-premises for material that can't leave the building, or a cloud provider by configuration
• Built-in provenance and content fingerprinting, so you know where generated text came from and whether it has leaked

Image processing for VFX, built to survive real show volumes on a render farm.

• Lens distortion via ST maps, OCIO colour management end to end
• Proxy and thumbnail generation, letterbox and burn-ins
• Render-farm integration for batch work at scale

Server-deployed asset management for production, built to keep versions straight across the length of a show.

• Versioned assets with a clear history
• Tagged-release deploy pipeline, maintainable by a small team
• Health and version endpoints for ops

An ML architecture for narrative structuring, where story frameworks live in a graph rather than baked into weights.

• Fine-tuned open-weight models (QLoRA), served with vLLM
• Frameworks editable without retraining
• Runs entirely on infrastructure you control

The connective tissue between applications that were never designed to talk to each other.

• OpenTimelineIO handoff between Maya and DaVinci Resolve
• Farm-portable Fusion comp authoring
• Maya / Unreal Live Link workflows
• ComfyUI-based AI background generation pipelines

Live meeting capture over Zoom's realtime media streams, feeding a searchable transcript archive.

• Speaker attribution from participant metadata plus diarization
• Transcripts available as the meeting happens

A meeting portal that joins a standing room and keeps everything that was said.

• One persistent room, no scheduling overhead
• Searchable archive of past sessions

A secure private web portal for production teams working on material that shouldn't travel.

• Google, Microsoft, email OTP and passkey authentication
• Allowlist-based access
• Hardened against common web attacks

An AAC-style app for parents of non-verbal autistic children, developed alongside clinical researchers.

• Reaction tracking via MediaPipe and OpenCV
• Push notifications and AI-generated progress reports

A spoken-note tool for teachers, with curriculum tagging so notes land where they belong.

An interview preparation app — practice, feedback, and something useful to take into the room.