About Me

Computer scientist specializing in AI-driven full-stack development and system design.

Professional Summary

Innovative AI developer and system architect specializing in local-first AI solutions, agentic reasoning frameworks, and open-source infrastructure. Expert in building transparent, privacy-focused machine learning systems with extensive experience in data annotation, LLM development, and full-stack application design. Proven track record of creating production-ready AI applications that prioritize user autonomy and data sovereignty.

Key Projects

GhostWriter - AI-Powered Writing Assistant

2024

Open-Source Project

Developed intelligent writing companion using local LLM integration for content generation and editing assistance

  • Implemented privacy-first architecture with local processing to ensure user data sovereignty
  • Created modular system supporting various writing domains including blogging, marketing, and technical documentation
  • Built with React/Next.js frontend and Python backend for seamless user experience

PersonaGen - Advanced Persona-Based AI Framework

2024

System Architect

Designed comprehensive JSON schema defining 25 psychological and personality traits for AI persona modeling

  • Integrated Reinforcement Learning (RL) and Retrieval-Augmented Generation (RAG) for contextual AI responses
  • Developed graph-based orchestration system for complex multi-agent interactions
  • Applied system to Reddit data analysis and academic text processing for stylistic assessment

AI-Powered Journaling Platform

2024 – Present

Lead Developer

Built full-stack journaling application with real-time psychological analysis using local LLMs

  • Implemented SQLite and ChromaDB for efficient data storage and semantic search capabilities
  • Created transparent AI feedback system with traceable commentary generation
  • Deployed on Netlify with Next.js for optimal performance and scalability

Open Deep Research Framework

2025

Developer

Engineered comprehensive research automation system using SmolAgents

  • Implemented multi-step data collection, analysis, and synthesis workflows
  • Created modular architecture for scalable research operations
  • Integrated with local LLM infrastructure for privacy-preserving research capabilities

Reddit Diss Track Generator - LoCo Hackathon

February 2025

Organizer & Lead Engineer

Hosted successful local-LLM hackathon promoting AI independence and community collaboration

  • Developed agentic framework for Reddit thread scraping and structured data annotation
  • Implemented multi-model workflow orchestration for automated content synthesis
  • Integrated text-to-speech capabilities for complete audio production pipeline

Biography

I am a computer scientist and full-stack developer focused on AI-first architectures and dependable software. I build local-first AI prototypes, web systems, and developer tools that scale from single-machine research to production.

My work spans the entire stack—from designing distributed systems and APIs to crafting intuitive user interfaces. I'm particularly passionate about creating tools that make AI development more accessible and building systems that respect user privacy through local-first design principles.

When I'm not coding, you can find me exploring the intersection of technology and art, contributing to open-source projects, or writing about AI engineering and software development best practices.

Experience

Independent AI Developer & Consultant

2022 – Present

Design and develop full-stack AI applications with emphasis on local-first architecture. Create custom data annotation workflows for machine learning model training. Build privacy-focused AI tools leveraging local inference capabilities.

  • Built production-ready AI applications serving real user needs with privacy-first approach
  • Created comprehensive persona modeling framework adopted by other developers
  • Successfully organized community hackathons fostering local AI development
  • Developed innovative data annotation tools improving ML model training efficiency

Map Quality Analyst

August 2020 – 2024

Performed large-scale geospatial data annotation and quality assurance for global mapping services. Utilized proprietary annotation tools to improve location-based service accuracy.

  • Maintained high accuracy standards across diverse geographic regions and data types
  • Collaborated with international teams on data quality improvement initiatives
  • Processed thousands of map data points with consistent quality metrics

Freelance Creative Technology Specialist

2010 – Present

Developed multiple full-stack web applications and created experimental digital art installations combining traditional media with modern technology.

  • Created websites including danielkliewer.com, kadaligogh.com, and eastsidechess.org
  • Produced award-recognized experimental film screened at Austin Film Society Avant Cinema (2012)
  • Integrated CRT modulation and custom electronics into fine art installations
  • Maintained 4+ years of consistent freelance client relationships and project delivery

Inventory Management Specialist

2024 – 2025

Managed high-volume retail operations while developing AI tools and applications. Demonstrated strong multitasking abilities balancing customer service with technical project development.

  • Successfully transitioned to full-time development focus upon project success
  • Maintained operational efficiency in fast-paced retail environment

Download Resume

Get a detailed PDF version of my professional experience and qualifications.

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Technical Expertise

AI & Machine Learning

Local LLMs (Ollama)LangChainSmolAgentsChromaDBOpenAI APIAgentic FrameworksRAG Systems

Programming Languages

PythonTypeScriptJavaScriptSQL

Web Development

ReactNext.jsDjangoFastAPIHTML5CSS3Tailwind CSS

Databases

SQLitePostgreSQLVector Databases

Data Annotation

Custom labeling systemsJSON/JSONL pipelinesUniversal Data Tool (UDT)

DevOps & Tools

GitDockerNetlifyVSCodeClineMarkdown workflows

Creative Tools

PhotoshopWacom tablet integrationCRT modulationvideo production

Education

Bachelor of Arts in History

University of Mary Hardin-Baylor, Belton, TX

2003 – 2007

Continuing Education:

  • Advanced AI/ML coursework and certification programs
  • Open-source contribution and community leadership
  • Local-first AI development methodologies

Community Leadership

Founder & Moderator

r/locollm subreddit - Growing community focused on local-first AI tools and development

Open Source Contributor

Active GitHub profile with multiple public repositories

Hackathon Organizer

LoCo Hackathon series promoting local AI development

Technical Writer

Regular blog posts on AI development, system design, and privacy-focused technology

Notable Achievements

  • Built production-ready AI applications serving real user needs with privacy-first approach
  • Created comprehensive persona modeling framework adopted by other developers
  • Successfully organized community hackathons fostering local AI development
  • Developed innovative data annotation tools improving ML model training efficiency
  • Maintained 4+ years of consistent freelance client relationships and project delivery

Availability

Immediately available for full-time positions, consulting engagements, or collaborative projects in AI development, data annotation, or system architecture roles.

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