Selected work

Projects, Algorithms
and Datasets

A unified portfolio of production projects, algorithmic benchmarks, and reusable datasets for healthcare and life sciences AI.

Temporal Clinical Clustering

def temporal_cluster(events, k):
    windows = build_time_windows(events)
    sim = sequence_similarity(windows)
    labels = constrained_kmeans(sim, k)
    return labels
 
# sequence-aware clustering for clinical trajectories
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Algorithms Healthcare AI Python

Portfolio

Current and recent projects

Algorithms

Published and in-progress work

This section now includes the full algorithms and evaluation catalog previously shown on the Algorithms page.

Datasets

Projects, Algorithmsand Datasets

Projects, Algorithms
and Datasets