The whiteboard: 3 papers

Pick a paper: the desk shows its run, its results and the acceptance email, and the printer prints it.

Trading Payload for Comparable Accuracy: A Duplicate-Controlled, Communication-Aware Federated Study of Brain Tumor MRI Backbones

N. Alam, et al. IEEE International Conference on Computing, Applications and Systems (COMPAS), Oct 2026. First author, presented.

82.8% less communication: EfficientNet-B0 against ResNet50, with no significant accuracy loss.

Federated learning on brain tumor MRI, evaluated on duplicate-audited, leakage-controlled splits.

ScaleRAG. Retrieval for frozen time-series foundation models: 5.49% lower RMSSE than Chronos-2 on the M5 panel. In preparation. Code

Done, not published: my undergraduate thesis on action recognition in video, in a team of three. See the thesis