Large Language Models · Agentic Systems · Developer Tooling
I am an independent AI engineer and researcher working at the intersection of large language models, autonomous agents, and developer infrastructure. My work centres on advancing open, accessible, and reproducible tooling for the next generation of agentic systems — from coding agents that operate as collaborative teammates to gateways that democratise frontier inference for practitioners worldwide.
- Agentic Systems & Tool Use — designing autonomous, terminal-native coding agents and the harnesses that orchestrate them.
- Retrieval-Augmented Generation — hybrid graph/vector retrieval architectures for grounded reasoning over structured and unstructured corpora.
- Open Inference Infrastructure — lowering the cost and access barrier to frontier model inference through aggregation, routing, and gateway design.
- Human–Agent Collaboration — interfaces and protocols that elevate LLMs from assistants to dependable engineering collaborators.
| Domain | Tools & Frameworks |
|---|---|
| Languages | Python · TypeScript · JavaScript |
| LLM / Agentic | DSPy · LangChain · LlamaIndex · OpenAI · Anthropic · Gemini |
| Data & Retrieval | PostgreSQL · pgvector · Neo4j · ChromaDB · Pinecone |
| Infrastructure | Docker · WSL · Linux · Git |
| Editor | Vim · Neovim |
| Project | Description |
|---|---|
| 🤖 awesome-cli-coding-agents | Curated directory of terminal-native AI coding agents and harnesses. |
| 🧠 GraphMemory | Hybrid graph/vector database designed for GraphRAG retrieval pipelines. |
| 📱 LLM-Shortcut | iOS Shortcut + Docker endpoint for on-device LLM access. |
| 📈 DSPy-Stock-News-Sentiment-Analyzer | Programmatic sentiment analysis pipeline implemented in DSPy. |
| 📚 awesome-free-inference | Comprehensive index of free AI/LLM inference APIs (81+ verified models). |
| 🎨 ultimate-gemini-skill | Claude Code skill for image generation with Gemini 3.1 Flash Image. |
| ⚡ infer-lite | Minimum-viable free-LLM gateway implemented in stdlib-only Python. |
| 🔌 fi-gateway | Unified gateway exposing 300+ free LLMs via OpenAI/Anthropic-compatible APIs. |
| 🆓 fi | Bring-your-own-key Claude Code skill for invoking free LLMs. |
- Building open, composable infrastructure for the agentic future — open infra, open agents, open weights.
- Designing protocols and tooling that elevate coding agents into reliable engineering teammates.
- Making frontier inference freely accessible to researchers and developers regardless of geography or budget.
I welcome correspondence on collaborations, research discussion, and open-source contribution. Direct messages on X/Twitter are the most reliable channel.
"It is time to build."