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johnbarongillespie/README.md

Hi, I'm John Gillespie 👋

Founder & CTO of Hackworth Labs | Nashville, TN

I build agentic AI systems, educational software, and data modernization solutions that make expert-level knowledge accessible to everyone. Also building LegitFuture — a platform empowering traditionally underserved students with powerful AI tools for academic and career success.

🚀 What I Do

  • Agentic AI Development — Multi-agent orchestration, self-RAGing memory systems, LLM workflow engineering
  • Educational Technology — AI-powered college counseling and student guidance platforms
  • Data Modernization — Scalable data pipelines, vector embeddings, semantic search, async AI workflows
  • Technology Consulting — Strategic AI adoption, system architecture, and production-grade deployment for businesses in Nashville, TN and nationwide

🏗️ Current Projects

Hackworth Labs

Nashville's premier AI and software company. We design and deploy production-grade agentic AI systems for complex business challenges. Specialties include:

  • Self-learning multi-agent AI architectures
  • Progressive disclosure interfaces for AI content
  • 7-layer security architecture for sensitive/youth-facing applications
  • Django + Celery infrastructure for scalable async AI workflows

LegitFuture

An agentic AI platform democratizing access to college counseling and academic guidance for first-generation students. Built on the same multi-agent architecture as Hackworth Labs, with domain-specific deployment for education equity.

🛠️ Tech Stack

AI & ML: Python · LangChain · OpenAI · Anthropic Claude · Gemini · RAG · Vector Embeddings · Multi-Agent Systems · LLMOps

Backend: Django · Celery · PostgreSQL · Redis · REST APIs · WebSockets

Infrastructure: AWS · Docker · Async Workflows · Semantic Search · Dynamic Schema Optimization

Methodologies: Agile · System Architecture · Strategic Leadership · Production-Grade Security

📍 Based in Nashville, TN

Serving clients locally in Nashville and the greater Tennessee area, as well as nationwide for remote AI consulting and software development engagements.

🔗 Connect

💬 Ask Me About

  • Building agentic AI systems that actually work in production
  • Scaling AI for education equity and underserved communities
  • Data modernization strategies for mid-market businesses
  • Nashville's tech and AI ecosystem

"Technology doesn't solve problems. It empowers people to solve their own."

Popular repositories Loading

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    Physics-based 3D dice roller for tabletop RPGs. All seven standard polyhedra (d4-d100), charge throws. Drop into any D&D, Pathfinder, or homebrew project.

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