I design deterministic, auditable, invariant‑driven systems for agentic AI, biological safety, and high‑liability environments. My work spans architecture‑level research, reproducible scientific tooling, and multi‑domain safety frameworks used across clinical, computational, and engineered systems.
My GitHub is the active home of 45 MIT‑licensed research repositories, a growing portfolio of peer‑engaged papers, and a unified effort toward transparent, reproducible, safety‑aligned computation.
- Building governance and safety substrates for agentic‑AI systems
- Designing membrane‑based identity, routing, and constraint layers
- Developing deterministic C++/Python pipelines for scientific and safety‑critical evaluation
- Modeling clinical, biosignal, and multi‑domain safety constraints
- Advancing reproducible research through auditable, falsifiable system design
This GitHub hosts architecture‑level research, scientific tooling, and safety‑critical frameworks:
- 🧠 Agentic‑AI governance layers (trust, routing, identity membranes)
- 🧪 Clinical and biological safety evaluators with deterministic pipelines
- 📊 Reproducible research code supporting published and preprint work
- 🛡️ Constraint‑driven decision systems with explicit audit and falsification criteria
- 📡 Signal‑processing and diagnostic frameworks with multi‑record validation
- 🔬 Exploratory system models grounded in invariants, stability, and safety
Everything emphasizes clarity, determinism, and trust.
| Repository | Description |
|---|---|
| AILEE‑CORE / Trust‑Layer | 🛡️ Deterministic governance, routing, and safety substrate for agentic‑AI systems |
| CuraFrame | 🏥 Clinical safety‑constraint intelligence with population modeling and reproducible evaluation |
| HLV‑RAPS | 🎯 High‑liability control frameworks with invariant‑driven stability modeling |
| Acoustic Projection Microphone System | 🔍 High‑fidelity acoustic sensing with explainable metadata extraction |
| AI‑IV‑Therapy | 💉 Therapeutic modeling with explicit audit boundaries and safety constraints |
| Smartphone‑Based‑Chest‑Monitoring | 📱 Deterministic respiratory phase‑memory monitoring with multi‑record validation |
Your pinned repositories serve as the natural entry point into this work.
- Quality, Manufacturing & Validation: Merck, Accupac, Microsize
- Systems & Research Writing: Orbital Robotics (ITAR‑compliant SBIR technical work)
- Independent Research: Agentic‑AI safety, computational diagnostics, biosignal modeling, deterministic system design
- Penn State University — B.S. Business, Concentration in Marketing and Management
- Drexel University — M.S. Systems Engineering, Certificate in Software Applications (expected 2027)
I design systems that are:
- 🔍 Interpretable
- 🔄 Reproducible
- 📝 Auditable
- 🧪 Falsifiable
- 🧩 Invariant‑driven
- 🛡️ Safety‑aligned
- 💬 Research discussion: open an issue on the relevant repo
- 🔓 Open source: MIT‑licensed unless noted
- 🤝 Collaboration: issues preferred for inquiries
- 📧 Email: dfeen87@gmail.com