È̵̡̧̤͕͈̠̻̗̲̮̤̬̗͍̣̤̬͇̳̮͊̐̓̀̄͒́͒́͐͌̐͋̇̊̓̎̑̒̍̔̅͗͒̿̍̍̂̉͛͌̃̃̚͘͠͠ ̸̨̜͉̫͖͖̰͍̯̺̹̯̻̖̦̣͓͎͚̖̩͔͙͓͖͖̩̮͓̆̀͐̄̃̆̒͛̊͌̽̐̿͌́̓̈̅͒̑̎͂̐͐͒̓̉͛̇̌̚̚͘̚͜͜͠͠V̷̛͓̮̙̭͖̮͍̜̻͈̙͍̥̂͂͊̿̊̈́̈̏̏͒̅̀̇͑̿̒͛̚͠ ̴̡̡̛͍͔̩̲̲̹͓̼͎̙̥͎̺̠̫̩̟̥̣̫̹͕̲͉̜̼̒́̾͗̔̾͗͊̏̇̋̇̔̓͜͝͝Į̵̭̘̫̱̥̲̱͖͚̫̭̄̇̅̌̀̓͗̈́͌͂́̆̀̒͐̀̓͘͜͝ ̶̡̡̰̣̼̻̲̱͕͎̟̤͈͖̺̖̣̮͔͍͚̟̻̖͈͙̥̙̹̲̱͖̣͇̤̂̈̔͌͆̀͂̾L̵̡̳̫͓͈̙̞̃̂̉́̿̒̔̅̓͐̐͋͛͗̈́̐̈͆̆̿̿̉̍̐̃̑̐̉͘͘͠͠͝

A blazing-fast, O(1) memory-allocated, enterprise-grade Python micro-framework. (May cause spontaneous crying and loss of sanity).

gambling on kpi's

This paper extends Epistemic Clientelism Theory into intimate life, introducing the Kahl Model of Epistemic Dissonance (KMED). It shows how love, recognition, and autonomy can be modelled mathematically and simulated in Python, offering a new foundation for epistemic psychology and fiduciary ethics.

Back-end flags that assigned p1 to me/McKay as verified. Json printouts showing im outside of the sandbox = true. Proof of Google VRP negligence and intentionally ripping off and not paying researchers for verified vulnerabilities. Here is the evidence of it, backend flags!!

turning biometric AI data into a megaphone for patient care. Because being "loud" is more effective when you have the receipts.

CyberShield — World's first labeled dataset of psychological cyber attacks. Built from 5 years of direct personal experience.

AI powered relationship insight. paste your messages, GhostRead-AI will detect emotional manipulation, gaslighting and mixed signals.

GLASS — Gaslight-Less Accountability for Software Shipping. 8-level transparency framework for AI coding assistants.

AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tuned DistilBERT gate, zero-shot classification, and Responsible AI design.

Function-over-form research package for Detection-Rule Leakage, Trust Camouflage, TCFS coding, H2 preregistration materials, and LLM rhetorical laundering tests.