Md Sultanul Arefin Sourav

Lab

Interactive demonstrations

Both labs run entirely in the browser on synthetic demo files produced by the linked repositories, or on labelled fallback fixtures when a repository output is not yet available.

LAB / 01

Business flow

Scenario editor with play, pause, step and reset over a deterministic replay. State transitions, an event log and KPIs stay in sync with the scene.

Open lab

LAB / 02

Model explorer

Partition timeline, preprocessing fit scope, training progress from a genuine log, validation-based selection, a locked test set, drift, and a threshold slider that never overwrites the paper's operating point.

Open lab