SYSTEMS 12-Pipeline Infrastructure

Built and maintained a persistent AI work ecosystem governed by a 12-pipeline architecture. This system is designed specifically to mitigate context collapse and data fragmentation in high-volume agentic workflows.

• A/B State Rotation: In-place state file rotation system ensuring session continuity and data integrity across 372 artifacts.
• Cognitive Layering: A 3-layer architecture (Active → Log → MASTER) used to distill raw AI interaction into a permanent, queryable knowledge base.
• SysOps Automation: Custom health checks and inventory regeneration (180.5 MB mass) performed via scheduled tasks and daemon heartbeats.

ENGINEERING AH Console v1 (13-Hour Sprint)

End-to-end design and deployment of a custom desktop HUD built under 13 hours of hyperfocus. Built in PySide6/Qt6 to manage the 12-pipeline system from a single, persistent interface.

• Visual Logic: Custom Giger-biomechanical skin with QPainter-rendered lunar math, weather API, and Gmail MCP integration.
• Process Management: Orchestrated via a 2-minute router task and watcher daemon to maintain system "alive" flags.
• Async Resilience: Designed for non-linear work patterns, allowing for rapid session "INITIATE" and "SHUTDOWN" sequences without data loss.

ALIGNMENT VoiceArchive & Agent Tuning

Developed a methodology for encoding authentic human register into AI-generated output, bypassing detection loops and ensuring stylistic continuity.

• Data Extraction: Built extract_fb_messages.py to process 450MB of raw social history (99,262 messages) into structured voice archives.
• Recursive Logic: Deployment of a "Circuit Breaker" logic gate to stop infinite refinement loops by utilizing "Subject Umbrellas" for broader semantic matching.