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1. Graphical-Neural-Network Graphical-Neural-Network Public

   A Machine Learning project implementing a Graphical Neural Network (GNN) to learn representations of nodes and edges, making them suitable for complex data analysis such as social networks, citatio…

   Jupyter Notebook 25

2. Hybrid-Quantum-Classical-Algorithms Hybrid-Quantum-Classical-Algorithms Public

   Hybrid Quantum–Classical QAOA framework using Qiskit Aer with GPU acceleration and SciPy optimizers. Evaluates MAX‑CUT on 3-regular graphs via depth and repetition cost sweeps.

   Jupyter Notebook 23

3. Error-Correction-in-B92-QKD-Protocol Error-Correction-in-B92-QKD-Protocol Public

   This repository implements and analyzes the B92 Quantum Key Distribution (QKD) protocol using Qiskit, followed by classical post‑processing routines for error correction and privacy amplification.

   Jupyter Notebook 23

4. Quantum-Resistant-Module-Lattice-Cryptography Quantum-Resistant-Module-Lattice-Cryptography Public

   A demonstration of lattice-based Post-Quantum Cryptography (PQC) — Kyber KEM for key exchange and Dilithium for signatures combined with modern symmetric envelopes, secure wallet storage, and a tam…

   Rust 23

5. Analytical-BB84-QKD-Engine Analytical-BB84-QKD-Engine Public

   An interactive BB84 Quantum Key Distribution system built with Qiskit and Streamlit. Features simulator and analytical turbo modes, strategy-aware QBER heatmaps, eavesdropping detection, and secure…

   Python 23

6. AutoML-with-Hyperparameter-Tuning AutoML-with-Hyperparameter-Tuning Public

   HyperML project is a complete, production-ready AutoML web app. Users can upload a dataset, explore data, train ML models, compare them, visualize results, and download a final model all through a …

   Python 23