Welcome to my GitHub!
I'm an AI systems architect, automation engineer, and prompt interface designer helping creators, developers, and researchers build better, smarter tools using LLMs.

I specialize in meta-prompt engineering, context optimization, and end-to-end AI workflow automation. My goal is simple:

🧠 Build AI systems that don’t just respond — they reason.

• 🧠 LLM & Prompt Engineering
  Design intelligent prompt frameworks, context-aware RAG pipelines, and modular meta-prompt tools for OpenAI, Claude, Mistral, and beyond.

• ⚙️ Automation & Orchestration
  Build large-scale, production-ready workflows with n8n, APIs, and no/low-code integrations for business, education, and research.

• 📦 Open Source Infrastructure
  Develop tools and libraries that bring transparency, reproducibility, and usability to AI systems — from prompt audits to self-hosted agents.

Transform raw prompts into context-rich semantic layers for better model alignment.
Built for prompt engineers, researchers, and AI workflow builders.

Visualize, simulate, and optimize token-level context in LLM apps.
Includes Streamlit apps, debugging utilities, and a live RAG playground.

The largest open-source collection of production-ready AI automations using n8n.
3,000+ reusable workflows for content, research, email, agents, Claude, GPT, and more.

Audits and explains system prompts from major AI platforms to enhance transparency.
Includes prompt design heuristics, use-case alignment, and trust modeling.

👉 View all repositories →

Note: Only a subset of my public repos are listed here — the rest live on GitHub.

Building with, beyond, and around large language models.

• Semantic Context Injection
• Multi-Agent Prompt Chains
• Token Window Optimization
• Zero‑Shot + Few‑Shot Calibration
• Retrieval Pipelines for Knowledge-Intensive Tasks

💬 I’m open to collaboration — from AI research and dev tools to automation consulting and public knowledge projects.

“Empower humans. Expose black boxes. Automate everything that shouldn’t be manual.”

Thanks for stopping by!
Explore the repos, raise an issue, or just say hello 👇
DMs open on X or message me via Framer.