Projects

13 · newest first
A frame from the vTour demo: a dashboard with the voice agent in the cornervTourVoice-led onboarding for a product, built as a framework.2024An action-value function learned by posterior samplingPosterior sampling for RLBayesian exploration, replicated and released as a package.2023A bar chart of average education by work classSmol-DataThe data science pipeline driven end to end by prompting.2023A phone exchanging text messages with a language modelOfflineGPTReaching a language model over SMS where there is no network.2023Training curves comparing two Minecraft environmentsMineDojo vs MineRLTwo Minecraft learning environments measured against each other.2023A vector field learned by implicit behaviour cloningImplicit interactive fleet learningDistributional shift in imitation learning, and what absorbs it.2023Simulated shepherds steering a flockMulti-agent herdingRobot shepherds learn to steer a flock. WAFR.2022A heatmap of a learned reward functionLearnable reward functionsSmoothing a sparse reward to speed convergence.2022A grid of images generated by a DCGANUnsupervised image anomaly detectionFinding anomalies with in-distribution data alone.2022An octree rendering of an MRI volume, scanning front to backOctree MRITurning a stack of slices into a thing you can rotate.2020A binary tree drawn in three-dimensional spaceDrawSpatial data structures rendered in 3D with OpenGL.2020A flowchart of the colour correction pipelineChlorophyll estimationColour correction and k-means on photographs of leaves.2020A knowledge graph with linked nodesGrafAn interactive graph interface for keeping knowledge.2020