Academic Alignment & Fulfillment
Through rigorous independent research, technical engineering, and formal intellectual property development, this portfolio establishes an immutable record of competency. It provides a direct, one-to-one curriculum mapping that fulfills 100% of the credit requirements for three separate degree programs across two institutions simultaneously.
📊 Total Credit Mapping Matrix
UMGC Biotechnology (B.S.)
120 / 120Satisfied via Pharmacogenomic Report, Clinical Dissertation, and Patent Application (CRISPR/Electrochemistry).
UMGC Cybersecurity (B.S.)
120 / 120Satisfied via BSBS Policy Addendum, Pure Rust HSPA Emulator, Post-Quantum Cryptography logic, and CompTIA certs.
BCCC Biotechnology (A.A.S.)
60 / 60Satisfied via extensive clinical documentation, algebraic modeling for Hedonic Damages, and USPTO technical writing.
The Five Pillars of Evidence
The portfolio bridges molecular biology, post-quantum cryptography, and constitutional law through five interconnected foundational pillars.
1. Clinical Pathology
Dissertation-level neuro-immunological research on HIV/HCV co-infection and comprehensive SNP analyses.
2. Hardware Engineering
Fully enabled USPTO patent for a USB-Powered Electrochemical Genotyping Platform with microfluidic specs.
3. Cryptography & Cyber
Baltimore Secure Backbone System (BSBS) utilizing Zero-Trust, Dilithium/Kyber encryption, and Rust Memory Safety.
4. Legal & Economic Models
Hedonic Damage Model utilizing QALY methodology and Bayesian belief updating in federal civil rights litigation.
APIE Core Block Architecture
At the heart of the Baltimore Secure Backbone System (BSBS) lies the Anomalous Pattern Inference Engine (APIE). Designed to adhere to the Fourth Amendment Minimization Protocol, it strictly evaluates network metadata (Differential Privacy via Laplacian noise) using a highly specialized, repetitive tensor reasoning flow to deduce threats without Deep Packet Inspection.
Tensor Flow Processing Matrix
Patent Innovation Metrics
The December 2025 USPTO filing details a USB-Powered Electrochemical Genotyping Platform. It integrates CRISPR detection with post-quantum blockchain evidence authentication, completely redefining the economics of point-of-care genotyping.
NIST 800-53 Rev. 5 Compliance
The technical features of the BSBS directly satisfy federal compliance requirements (Moderate Baseline) through verifiable cryptographic architecture.
| Control | BSBS Implementation Component |
|---|---|
| AC-3 | Attribute-Based Encryption (ABE) & SDP |
| AC-4 | Pure Rust HSPA Emulator (Memory-safe data diodes verified via Kani) |
| AU-10 | ML-DSA (Dilithium-3) Digital Signatures on Merkle-tree logs |
| IA-2 | Hybrid PQC (Kyber768) + X25519 mTLS |
| SI-4 | APIE Federated Learning (Metadata only, Laplacian noise applied) |