I work on quantum information security, hybrid quantum-classical algorithms, and applied AI to design and evaluate quantum-safe communication systems.
 Publications Quantum security, applied AI, and behavioral analytics. |
 Research Impact Active citation footprint across quantum-safe systems and ML. |
 Current Role Graduate Research Assistant at Cleveland State University. |
 Research Focus Quantum-safe cloud, secure communication, and NISQ-era learning. |
flowchart LR
A["Quantum Information Secuirty"] --> B["QKD Protocols"]
A --> C["Post-Quantum Cryptography"]
B --> D["Secure Image, Audio, and Cloud Communication"]
C --> D
E["Quantum Machine Learning"] --> F["Parameterized Quantum Circuits"]
E --> G["Knowledge Distillation"]
F --> H["Compact NISQ Models"]
G --> H
I["Applied AI"] --> J["Explainable ML"]
I --> K["Reinforcement Learning"]
J --> L["Quantum Circuit Design"]
K --> L
| Area | Methods I Use | Research Output |
|---|---|---|
| Quantum-safe communication | BB84, B92, E91, CHSH testing, AES-256, hashing, steganography | Secure image, audio, and cloud communication frameworks |
| Post-quantum cloud security | QKD, ML-KEM/Kyber, proxy re-encryption, hybrid key exchange | QuCloud architecture for protected cloud data sharing |
| Quantum machine learning | Qiskit, parameterized quantum circuits, QNN compression, distillation | Parameter-efficient QNNs with 16x parameter reduction |
| Applied AI | PyTorch, TensorFlow, Scikit-learn, NLP, XAI | Healthcare analytics, depression self-assessment, behavioral prediction |
| Year | Work | Venue | Link |
|---|---|---|---|
| 2026 | QuCloud: Enhancing cloud storage security by combining QKD, PQC, and custom proxy re-encryption | Journal of Information Security and Applications |  |
| 2025 | Quantum Secure Image Transmission: A Chaos-Assisted QKD Approach Using Entanglement | IET Quantum Communication |  |
| 2025 | Multi-layered Security: Integrating QKD with Classical Cryptography to Enhance Steganographic Security | Alexandria Engineering Journal |  |
| 2025 | QSAC: Quantum-assisted Secure Audio Communication using Entanglement, Audio Steganography, and Classical Encryption | Engineering Science and Technology |  |
| 2024 | SAD: Self-Assessment of Depression for Bangladeshi University Students Using ML and NLP | Array |  |
| 2023 | Predictive Modeling of Consumer Purchase Behavior with TPB and Machine Learning | PLOS ONE |  |
flowchart TB
S["Security Requirements"] --> P["Protocol Selection"]
H["Hardware and Noise Constraints"] --> P
P --> Q["Quantum Layer: QKD / Entanglement / Circuit Design"]
P --> C["Classical Layer: PQC / AES / Hashing / Proxy Re-Encryption"]
Q --> M["Measurement, CHSH Testing, and Key Extraction"]
C --> I["Integration with Cloud, Image, Audio, or Data Pipelines"]
M --> V["Security Validation"]
I --> V
V --> R["Research Artifact: Paper, Code, Evaluation, Reproducible Workflow"]
- Reinforcement learning for hybrid PQC/TLS negotiation under security and performance constraints.
- Parameter-efficient quantum neural networks for NISQ-era deployment.
- Quantum-safe cloud storage architectures with QKD, PQC, and proxy re-encryption.
- Applied AI and explainable machine learning for healthcare and decision support.
| Date | Highlight |
|---|---|
| May 2026 | Reached 100+ Google Scholar citations across quantum security, applied AI, and ML research. |
| Jan 2026 | QuCloud published in Journal of Information Security and Applications. |
| Sep 2025 | Chaos-assisted QKD image transmission paper published in IET Quantum Communication. |
| Aug 2025 | Started PhD in Computer Science at Cleveland State University. |
| Aug 2025 | Quantum-assisted secure audio communication paper published in Engineering Science and Technology. |
| Jul 2025 | QKD-integrated steganographic security framework appeared in Alexandria Engineering Journal. |
Research motto: Build quantum-safe systems that are not only theoretically secure, but also measurable, reproducible, and useful in real deployment settings.