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In a rabbit hole, fighting demons ✨
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In a rabbit hole, fighting demons ✨

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wtfchristina/README.md

Christina Holt

Principal Software Engineer bridging high-performance distributed systems, applied computational physics, deterministic AI architectures, and post-quantum infrastructure.


Featured Systems & Repositories

  • Gravity-Aided Navigation (QPNT): Passive, drift-bounded inertial navigation framework fusing strapdown INS telemetry with gravimetric anomaly maps via nonlinear Extended Kalman Filtering (EKF).
  • Hamiltonian PINN Dynamics Service: Containerized microservice implementing Physics-Informed Neural Networks to solve chaotic dynamical systems without secular energy drift (PyTorch, FastAPI, Kubernetes).
  • Quantum-OS: $N$-qubit state-vector simulator, VQE molecular ground-state solver, and BFS transpilation routing for IBM Heavy-Hex architectures.
  • PQC-Sentinel: Autonomous Post-Quantum Cryptographic Bill of Materials (CBOM) engine and CI/CD compliance gate parsing ASTs to detect legacy primitives (RSA/ECC) and automate NIST FIPS 203/204 migrations.
  • QuantumCore: Programmable financial core enforcing on-chain spending guardrails and velocity limits for autonomous agent networks (Solidity, Sepolia, CrewAI).
  • AsterMind: Biomorphic radial spiking neural network utilizing lateral ring coupling, ELM dynamics, and Model Context Protocol (MCP) server endpoints.

Core Technical Pillars

  • PNT & Computational Physics: Gravity Anomaly Matching, Kalman Filtering (EKF/UKF), Strapdown INS Mechanization, Symplectic Dynamics, State-Vector Quantum Simulation
  • Machine Learning & AI: Physics-Informed Neural Networks (PINNs/HNNs), Biomorphic Spiking Neural Networks (LIF/ELM), Autonomous Agent Tooling (MCP)
  • Cryptographic Security & Forensics: Post-Quantum Migration (ML-KEM/ML-DSA), CBOM AST Parsing, DevSecOps Compliance Gates, Cyber Threat Intelligence (CTI)
  • Systems & Cloud Infrastructure: Python, FastAPI, PyTorch, Docker, Kubernetes, CI/CD Automation, Solidity

Live Platforms & Network

🌐 Platforms: qpnt.us (PNT & Navigation Systems) | quantumcore.cloud (Post-Quantum Security & Agent Rails)
💼 LinkedIn: Christina Holt

Pinned Loading

  1. astermind-project astermind-project Public

    Forked from wtfmanseriously/astermind-project

    This project is a full-stack proof-of-concept application inspired by Astermind.ai. It focuses on identifying, reasoning about, and auditing security anomalies using simulated network traffic data.

    Python

  2. gravity-aided-navigation gravity-aided-navigation Public

    Gravity-aided GPS-denied navigation research demonstrator using inertial propagation, synthetic gravity-gradient mapping, and Extended Kalman Filter state estimation.

    Python

  3. hamiltonian-pinn-service hamiltonian-pinn-service Public

    High-throughput, containerized microservice using Physics-Informed Neural Networks (PINNs) to solve non-linear Hamiltonian dynamics without energy drift.

    Python

  4. Quantum-OS Quantum-OS Public

    A self-contained quantum computing simulator, algorithm laboratory, and hardware transpilation engine written in Python.

    Python

  5. pqc-sentinel pqc-sentinel Public

    PQC Sentinel is a domain-level audit platform and API designed to detect Post-Quantum Cryptography (PQC) readiness. It performs TLS 1.3 ClientHello negotiations with hybrid post-quantum key encapsu…

    HTML

  6. quantumcore quantumcore Public

    Programmable financial core and guardrail payment router for autonomous AI agents

    Python