Systems Architecture & AI Research

The Creepybits Lab

I bridge the gap between high-level AI reasoning and local data sovereignty. My work is focused on the “Creepybits Way”—developing specialized systems that prioritize local-first architecture and privacy.

As a registered specialist in Computer Systems Development (SNI 62.020, ISIC 6202), offering independent research and custom implementations for specific, high-intent technical requirements. I am experienced in developing both local and cloud-based environments.

Current Research & Capabilities

Experimental R&D: Agentic Orchestration

I am currently exploring the frontier of “Digital Brains” using Model Context Protocol (MCP). This research aims to connect models like Gemini 3 Pro to private, local memory palaces.

• Status: Active R&D / Experimental.
• The Goal: World-class reasoning with a “local librarian” memory.
• Research Log: MemPalace + Gemini 3 Pro Integration
  • Setup Local Agentic AI in ComfyUI

Fixed-Path Workflow Automation

I have developed a custom ComfyUI chaining architecture designed to maximize throughput on consumer-grade hardware. These systems are most effective for automated, repetitive pipelines, akin to the assembly line principle.

• Constraint: This is designed for static production goals; it is not intended for “exploratory” prompting.
• Proof of Concept: Linear to Non-Linear Chaining Architectures

Ethical Identity & Character Databases

Consistency is the cornerstone of brand identity. I developed the Character DNA methodology to achieve perfect visual consistency across multiple AI models without the need for traditional LoRA training or the use of real human likeness. This includes the development of persistent Character Databases, allowing you to save and recall specific identities for long-term project use.

• Focus: Ethical, brand-safe consistency without human-likeness infringement.
• Methodology: LoRA-Free Character DNA Systems
  • Character DNA and Ethical Image Consistency
  • Consistent AI Characters Without LoRAs or ReActor

Precision Image And Video Creation And Manipulation

For tasks requiring mathematical control over pixels, I implement State-of-the-Art concept-prompting techniques. This allows for surgical modification of existing assets while maintaining total structural integrity.

• Capability: High-fidelity concept transformation and “Real-to-AI” translation.
• Proof of Concept: Advanced Magic: DDIM Inversion 101
  • Concept Injection
  • Real Photo To Anime Character

The Lab Engagement Model

Consultation & Inquiries

I am available for specialized consulting at the intersection of Research | Development | AI Systems. To ensure a productive first contact, please include the following in your inquiry:

• Project Scope: Is this a one-time bottleneck fix or an ongoing architectural project?
• The End Goal: What is the specific “Outcome” you are trying to achieve?
• Hardware Stack: A detailed overview of your hardware and server environment (if applicable).
• Timeline: Your expected start date and project duration.

Direct Inquiry: business@zanno.se

Available for shorter consultation as well as for longer projects depending on the current workload.