AI Solutions Architect | Multi-Agent Systems Developer | Knowledge Graph Specialist
Bridging technical excellence with human-centered design to create AI systems that augment human capabilities rather than replace them. My work sits at the intersection of cutting-edge technology and practical implementation, guided by disciplined focus and ethical frameworks.
"Technology should enhance human intelligence, not replace it."
- 🎭 Multi-Agent Systems: LangGraph, LangChain, agent orchestration, specialized agent design
- 🧩 Knowledge Graph Development: Custom knowledge structures, RAG systems, vector databases
- 🔌 Tool Integration & Automation: API connectivity, workflow automation, system integration
- 💬 Advanced Prompt Engineering: Testing methodologies, production-grade prompt architecture
- ⚙️ Full-Stack Development: Python (FastAPI), TypeScript/JavaScript, React, TailwindCSS
- ☁️ DevOps & Cloud: CI/CD, Docker, AWS/Azure/GCP, observability platforms
The Sandbox is an open-source AI innovation environment designed for experimenting with and building advanced AI systems. This project provides a structured educational playground for:
- 🏗️ Building custom knowledge graph-driven applications
- 🧪 Experimenting with tool-calling mechanisms
- 🤖 Creating multi-agent AI frameworks
- ✨ Practicing advanced prompt engineering
Designed to be accessible for both beginners and advanced developers, The Sandbox includes comprehensive resources, example implementations, and a growing community of practice.
An advanced AI orchestration system for knowledge management, automation, and strategic decision-making. Features include:
- 📚 Trinity Knowledge Management System for structured information organization
- 🤖 Multi-agent architecture for specialized task handling
- 🔄 Dynamic workflow automation with context awareness
- 🔍 Intelligent search and knowledge synthesis
A practical implementation guide and reference architecture for building personalized AI assistants:
- 🦇 Batman profile structure for human operator definition
- 🤵 Alfred agent specialization patterns
- 🧩 Inter-agent communication protocols
- 🔧 Tool integration examples
I believe in building technology within a community of practice that values both technical excellence and human-centered design. My repositories are designed to be educational environments where:
- 📖 Knowledge is shared openly and generously
- 🧑🏫 Practitioners of all skill levels are welcomed
- 🔬 Experimentation is encouraged and supported
- ⚖️ Ethical considerations are integrated into technical decisions
- 🛠️ Practical application takes precedence over theoretical abstractions
Join me in exploring how AI can augment human capabilities and enhance our collective potential through thoughtful, disciplined implementation.
My approach to technology is shaped by diverse experiences:
- 🦅 Military Service: Former U.S. Army Combat Medic, bringing discipline, leadership, and calm-under-pressure decision making
- 🏥 Healthcare Experience: Over a decade in emergency and acute care environments, developing empathy and crisis response
- 💻 Enterprise Tech: Building and deploying AI solutions at scale for global organizations
- 🧘♂️ Disciplined Practice: Daily meditation, martial arts, and focused training informing system design principles
This background gives me a unique perspective on building technology that serves human needs while maintaining robustness and reliability.
- Advancing multi-agent systems with improved coordination and specialization
- Developing enhanced knowledge graph architectures for personal and enterprise use
- Building human-AI collaboration frameworks that respect agency and enhance capabilities
- Growing learning communities around mindful technology implementation
I'm always open to collaborating on projects that align with creating thoughtful, robust AI systems that augment human capabilities. Feel free to:
- ⭐ Star and fork my repositories
- 🐛 Submit issues and pull requests
- 💬 Reach out for collaboration opportunities
- 🌱 Join the growing community of practice
- Email: [email protected]
- LinkedIn: linkedin.com/in/hans-havlik-86178979
- Twitter: @hams_ollo
- Instagram: @zensolutionsai