Campaign goal
BaharSoftBD built a reproducible pipeline for the Atomiq term deposit campaign. MD Zakir Hossain leads the team with MD Bahauddin.
Predict
A five-qubit feature map supplies fidelity features to a regularized logistic classifier. All preprocessing and validation used only the labeled training data. The model scores 100 held-out customers, and its top ten advance.
Select
Two QAOA layers sample six-customer portfolios under budget and capacity limits. The best feasible measured portfolio selects C0031, C0079, C0005, C0318, C0327, and C0170. It uses 12 of 25 budget units and 15 of 22 capacity units. Its expected net value of 23.01459 matches the exact classical optimum.
Simulate
A six-qubit RY circuit estimates a 22.65% probability that at least three customers subscribe (32,768 simulated shots). The exact independent-response benchmark is 22.92%. A simulated readout-noise experiment compares raw and corrected estimates.
Reproduce
The repository contains runnable code, an optional notebook, version pins, seeds, all three result files, and the technical report.
