Project index

Applications & experiments.

Browse by type, then open a project for its contribution, implementation and current status.

Applications

6 projects

Data tools / Browser demo

Data Insight Advisor

Existing walkthrough of the upload, exploration and recommendation interface. The score explains a recommendation; it does not report predictive accuracy.

Recorded walkthrough

Explore a dataset and see why particular machine-learning models might suit it.

Browser imaging / Private project · recording

RAW Photo Editor

Existing editor recording showing a photograph and its adjustment controls. Playback is a demonstration, not an interactive editor or a test of this display’s HDR support.

Recorded walkthrough

Decode, adjust and export RAW photographs through a shared browser and desktop editing pipeline.

Web applications / App walkthrough

Chatbot Factory

Recorded walkthrough

Configure a website chatbot, review its preview and install an embeddable widget.

Document retrieval / Assistant demo

CouncilMate AI

Existing CouncilMate interface screenshot.

Project image

Find council-service information through a question-and-answer interface with source references.

ML workflows / Private experiment

Sakura

Project image

Coordinate data preparation, model training and reporting through an agent-driven workflow.

Workflow systems / Self-hosted project

Workflow Automation

Existing visual workflow-builder screenshot. No client material is added to this prototype.

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Configure how incoming work is classified, given context and routed for action or review.

Research

7 projects

Mission archive chatbot / Interactive demo · in progress

Apollo 11 Mission Archive

Screenshot of the running Apollo 11 chatbot and 3D scene. Open the interactive demo to orbit the scene or ask a question. Scene assets retain their original credits in the demo.

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Explore the landing site in 3D and ask questions about Apollo 11, with answers linked to mission documents.

Earth observation / Research experiment

TerraMind Flood Mapping

Existing recording of held-out radar scenes with predicted flood masks. This is recorded evaluation output, not live satellite inference.

Recorded walkthrough

Test whether extra, automatically labelled radar images improve flood segmentation.

Generative geography / Model experiment

Map 1

Existing flyover recording of map tiles rendered as a suburban scene. Rendering is separate from generating the map program.

Recorded walkthrough

Represent geography as a program and explore generated map tiles in a 3D renderer.

Image generation / Model experiment

Image 1

Existing recording of candidate selection and image expansion. This prototype plays recorded output only.

Recorded walkthrough

Extend an image beyond its borders and compare candidate completions from a diffusion model.

Language models / Training experiment

LLM Maker

Existing replay of a recorded generation log. It is not a live conversation with the model.

Recorded walkthrough

Train small language models on one GPU, with resumable runs and an inspectable training history.

Image generation / Training experiment

Diffusion Explained

Saved sample grid from the existing diffusion experiment at epoch 300.

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Build a small diffusion model and inspect how its generated images change through training.

Computer vision / Early experiment

Site Safety Detection

Existing recording showing labelled detections on still photographs. These examples do not measure real-world reliability.

Recorded walkthrough

Detect people, helmets, hi-vis vests and gloves in construction-site photographs.

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