Technical Projects
Deployed applications, research prototypes, and creative tools exploring AI, creativity, and human-computer interaction.
CamelBeast
Research
Foreign-Language Corpus Analysis Pipeline
Rust-core corpus analysis pipeline powering nik³. Multi-source ingestion, SQLite corpus, cosine similarity scoring, register classification, and transformer-based NER. Available for review under NDA.
Rust
SQLite
NLP
Corpus Analysis
NER
nik³
Research
Language Acquisition Engine
Foreign-language acquisition, built for serious learners. A living corpus of 16,000+ articles feeding contextual word acquisition — vocabulary learned in the wild, not in a vacuum. For anyone who wants to read authentic sources, not just pass a test.
Rust
Tauri
SQLite
Python
NLP
TypeScript
Creative Tools
AI-Powered Color Matching for Artists
Built to solve the creator's own analysis paralysis with color selection—demonstrating tools born from real creative need. Analyzes artwork and recommends specific colored pencils using the Delta-E 2000 algorithm for perceptually accurate color matching. Deployed to production in 2 weeks.
Next.js 15
TypeScript
p5.js
Color Science
Delta-E 2000
Creative Tools
Cognitive Load Optimization
Interactive automation tool that removes decision fatigue from complex multi-step workflows through intelligent task orchestration. By visualizing process dependencies and handling routine decisions, it frees users to concentrate on strategic thinking and creative problem-solving.
PWA
Mobile-First
JavaScript
UX Design
qScribe
Research
Adaptive Learning Through Edge AI
Explores how local LLMs can personalize education by mapping individual desires, behaviors, and passions to learning outcomes. Deployed on Raspberry Pi 5, the system uses multi-modal interaction to adapt to each learner's unique context—without cloud connectivity or data extraction.
Raspberry Pi 5
Llama 3.2 Vision
Edge ML
Python
AI Ethics
Creative Tools
Album Cover Generator
Deep Convolutional GAN for generating album cover artwork, trained on 20,000 diverse album covers. Implements advanced DCGAN stability techniques to produce colorful, diverse 128×128 RGB designs.
Python
PyTorch
DCGAN
Computer Vision
Dulce-A
Research
Consent-Layered AI Introduction Protocol
A consent-layered protocol for introducing AI into human relationships. Because the first conversation between a person and an AI shapes everything that follows. Built to preserve agency, establish trust, and keep humans at the center.
Protocol Design
AI Ethics
Human-AI Interaction
Python
QoZ
Research
Resource-Aware LLM Orchestrator
A resource-aware LLM orchestrator. The insight: the delta between what different models produce is itself the product. QoZ routes, compares, and synthesizes — making the most of what you have without burning compute you don't.
LLM Orchestration
Python
Multi-model AI
TypeScript
GhostMaus
Creative Tools
Screen-Aware Learning Overlay
A screen-aware learning overlay that fades as you master. Trimodal guidance that reveals multiple paths, then gets out of your way. Built on a simple belief: the best tool teaches you not to need it.
Electron
JavaScript
UX Design
Pedagogy
Lucint
Creative Tools
End-of-Session Mastery Ritual
A mastery engine for builders. End-of-session ritual that turns reflection into momentum — five honest questions, AI coaching back, four docs written automatically. Because shipping without understanding is just moving fast in the wrong direction.
AI Coaching
Python
Developer Tools
Automation
Giant Shoulders
Research
Strategic Open Source Discovery
Strategic open source discovery. Stop browsing randomly — find the repos that actually advance where you're going. AI-powered alignment between your trajectory and the GitHub ecosystem.
LangChain
Streamlit
GitHub API
Python
Creative Tools
AR Skateboarding Instruction — iPhone LiDAR + ARKit
iPhone LiDAR meets skateboarding pedagogy. Mocap trick overlays, difficulty and injury ratings, and a crawl/walk/run learning framework that meets riders where they are. Embodied learning for a discipline that's always been about watching, then doing.
Unity
ARKit
LiDAR
iPhone