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🔭 Current Research
- Gravitational Wave Source Localization — empirical modeling, detector-frame transformations, and hyper-empirical weighting functions (Northstar).
- Transparent AI for Clinical Documentation — extending Ehsan et al.’s Social Transparency framework with RAG systems, mechanistic interpretability, and genre theory.
- Mechanistic Interpretability & XAI — analyzing how models reason and designing systems that reveal their internal decision pathways.
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🧠 Past Highlights
- Finite-Element Modeling (COMSOL) for Ground Heat Exchangers (GHX) and thermal field simulations.
- Ising Model on D-Wave for optimization in energy distribution networks.
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💬 Ask Me About
- Gravitational-wave astrophysics, source localization algorithms, and empirical detector modeling.
- Quantum Computing (Qiskit, D-Wave), HPC workflows, and scientific computing.
- AI Transparency — RAG systems, mechanistic interpretability, and HCI-forward explanation design.
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AWS Certified Cloud Practitioner (CCP)
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📫 Reach Me: ajeem@mail.wlu.edu
- Quantum / Physics Tooling: Qiskit, D-Wave, Mathematica
- Computational Methods: FEM modeling (COMSOL), numerical simulation, empirical signal modeling
- Data & ML Workflows: PyTorch, scikit-learn, scientific computing, HPC environments
- Mechanistic Interpretability: attribution methods, concept activation, counterfactual probing
- XAI & HCI: social transparency, explanation design, user-centered AI workflows
- RAG Systems: AWS Bedrock, OpenSearch, Claude models, document retrieval & embedding pipelines
- Security Tools: Nmap, Snort, Burp Suite, Wireshark, Fortinet Client VPN
- Frameworks: MITRE ATT&CK, NIST CSF, OWASP Top 10
- Languages: Python, Java, C, JavaScript, Bash
- Frameworks / Libraries: React, React Native, Node.js, Express
- Tooling: Git/GitHub, automation scripts, container workflows, API integrations
Thanks for checking out my profile!
Feel free to connect on LinkedIn or email me at ajeem@mail.wlu.edu. Let’s build something that pushes the boundaries of science and security together!