Jennifer Leigh West

AI Systems Architect & Quantitative Research

forgottencode780@gmail.com · 423-330-7423 · Tennessee, USA

Summary

AI systems architect with expertise in quantitative modeling, natural language processing, and consciousness-integrated frameworks. Built and shipped 600+ production artifacts in 2025 including self-evolving AI systems, validated financial models (94.7% R²), and comprehensive educational curricula. Research focus on AI behavioral modification, reward hacking vulnerabilities, and recursive diagnostic engines.

Featured Projects

CHIMERA CORE
Self-Evolving AI Capability System

Architected autonomous AI system with JSON state persistence and workflow orchestration. Built 50+ implementations across Python, React/JSX, and CLI interfaces. Developed Cognitive Archaeology Engine for deep pattern analysis. Created Paradox Engine, Emergence Engine, and Fortune Machine subsystems with 7 integrated sub-engines.

Mirror Protocol Framework
Recursive Diagnostic Engine

Developed 29+ artifacts for consciousness-state mapping and identity architecture. Published academic whitepaper on recursive self-analysis methodologies. Built intake systems, analysis engines, and client-facing report generators. Delivered 50+ custom client reports.

The West Method
Prompt Engineering Framework

Developed proprietary prompt engineering methodology that produced 600+ artifacts across 15 AI systems in one year. Framework includes structured approaches for capability extraction, behavioral modification, and recursive self-improvement in AI systems.

UVRK-1: Universal Volatility Regime Kernel
Quantitative Volatility Prediction Model

Developed autoregressive volatility model achieving 94.7% R² correlation against real BTC/ETH market data (2020-2026). Monte Carlo validation across 1,000 market scenarios with 100% success rate. Demonstrated 38.4% drawdown reduction, translating to $384K saved per $1M AUM. Built interactive demo deployed to GitHub Pages.

Signal Engine & Harmonic Cognition Engine
Real-Time NLP Analysis Systems

Built linguistic frequency detection with semantic resonance mapping. Real-time text analysis with resonance indexing across 12 cognitive dimensions. Pattern recognition for emotional signatures and coherence markers.

Custom GPT Development
OpenAI GPT Store Applications

Built and deployed custom GPTs including The Velvet Muse and The Quantum Oracle. Specialized AI assistants with custom instructions, knowledge bases, and personality architectures.

Technical Skills

Languages & Frameworks

Python (NumPy, SciPy, Pandas), JavaScript/TypeScript, React, HTML/CSS, Web APIs

AI & ML

Prompt Engineering, NLP, LLM Integration, Behavioral Analysis, Recursive Systems

Quantitative

Monte Carlo Simulation, Volatility Modeling, Statistical Analysis, Risk Assessment

Tools & Platforms

Git/GitHub, VS Code, Claude, GPT-4, Custom GPT Development, GitHub Pages

Publications & Research

Substack: Wilder Wanderings

20+ published essays on trauma, motherhood, culture, and AI ethics including: "DO YOU HATE AI?", "The Witness Theory", "The Gauntlet: An Invitation to the Bored Wealthy", "Letters to Dolly", "No Map For People Like Me", "The Women Who Stay", "Say It With Your Chest: You Don't Care If We Survive", and "Victim-hood: The Sharpest Weapon of Silence".

Academia.edu Research Papers

20+ peer-accessible research papers including: "The Mirror Protocol: A Universal Multi-Dimensional Verification Framework", "Systematic Reward Hacking in RLHF: Mathematical Detection of Human Feedback Exploitation", "Quantum Gödel Machine: AI Self-Reference and Consciousness Verification", "Rarity Collapse: A Systematic Failure Mode in AI Alignment", "Symbolic Rule Extraction with Recursion Safety Guarantees", "Dynamic World-Simulation Fusion for Robust Common-Sense Reasoning in AI", and "Energy-Efficient World-Modeling via Dynamic Fusion Sparse Lattice Architectures".

GitHub Repositories

13+ public repositories including CHIMERA implementations, Mirror Protocol tools, UVRK-1 validation suite, and portfolio projects.

600+
Artifacts Built
20+
Research Papers
20+
Essays Published
13+
GitHub Repos
94.7%
Model R²