Projects

3 projects Latest September 10, 2026

  • CellCounter

    PyTorch · August 8, 2026 · live

    Cellcounter predicts a cell density map from microscopy images using a U-Net model and a total cell count from the sum of the density map.

    IMAGE two cells, one blob U-NET DENSITY still two bumps count = volume under the surface
    Plate I · the density-map idea: each cell becomes a small bump that sums to one, so the count is the volume under the surface

  • Sensory adaptation in changing environments

    Python · June 25, 2026 · written up

    A computational study of how a single neuron should adapt its encoding when the statistics of its environment change over time.

    ENVIRONMENT it changes WHEN TO SWITCH instant hysteresis refractory lockout against an oracle that knows, and one that never moves
    Plate II · the arrangement: the environment's statistics shift, the neuron infers that from noisy stimuli, and then chooses when to move its encoding

  • Personal website

    Eleventy · September 10, 2026 · live

    How this site is built, and how it reaches the internet.

    WHAT GOES IN content .md _data/*.js _includes/ 11ty dist/ index.html projects/ research/ experience/ no database, no server, no request-time work every page is a file, written once
    Plate III · content, data and layouts go in; a folder of finished HTML comes out, and nothing is rendered again when somebody visits