Research archive

Research

Technical notes, experiments, theories, and build logs from my work across local AI, systems, infrastructure, and early web projects.

Short-Form Media Automation

Testing Short-Form Video Automation at Scale

A field test of how much Instagram and TikTok content production could be automated with premade clips, including the method's peak audience results.

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Field Results
Local AI CUDA TTS

Building a Local CUDA TTS Testing Bench

I built a local Docker and PowerShell bench for testing CUDA TTS voice cloning models on an RTX 5070, with notes on first run setup, model tuning, and rough inference speed.

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Benchmark Notes
Local AI Agent Systems

ANNIE V2: Diffusion-Inspired Cognition for a Self-Thinking Local LLM

ANNIE V2 explores memory, self-monitoring, and background cognition loops around a local model while keeping the system private and controllable.

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Architecture
Reasoning UI Memory

ANNIE: A Local Reasoning Assistant Interface

My first local AI harness, now publicly preserved as an archival proof of concept with memory, search, vision, voice, file handling, and early code-review tools.

Published on . Updated on .

Build Log
Theory Physics

QSTOE: Quantum-Substrate Theory of Everything

A wave-based framework exploring quantum mechanics, relativity, and an underlying structure for reality.

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Concept Paper
Web Development Origin

How I Got Started in Web Development

The first step in building this site and the curiosity that pulled me into software, systems, and product work.

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First Post