Composes. Ingests. Vectorises. Ranks. Generates. Deploys.
I build systems that think, automate, and scale. My work sits at the intersection of AI/ML pipelines, intelligent automation, and security-conscious engineering — with a focus on tools that actually ship and solve real problems.
- 🤖 Fascinated by AI agents, RAG pipelines, and LLM orchestration
- ⚙️ Automation-first mindset: if it's done twice, it should be scripted
- 🔐 Security-aware by default — treating data as untrusted, systems as adversarial
- 🚀 Always exploring the edge of what's possible with dev tooling and web performance
AI / Machine Learning
Automation & Dev Tools
Web Performance & Security
| Project | Description |
|---|---|
| 🛡️ ASPRON | Browser-based Safe Intake Capsule: risky fields are identified, raw access is blocked, a human approves a redacted copy, and reduced evidence is retained. |
| 🔍 AI-Policy-Terms-Analyzer | Python tooling that extracts technical and operational signals from public policies, terms, and privacy pages for human review and structured output. |
| 👪 KinSync | Full-stack family-coordination application scaffold with separated web, API, auth, billing, database, and email concerns. |
Ending Vibe-Based AI: Building Deterministic Evaluation Gates for Production LLMs — a practical argument for making the release decision deterministic even when the model is not.
I'm always open to collaborating on projects that push the boundaries of AI, automation, and intelligent systems. Whether it's a new idea, an open-source contribution, or just a conversation — reach out.
"The best way to predict the future is to build it."