AI Systems Architect • Integrated AI Tools

Prompt Interface • Web Systems • Infrastructure • Systems Engineering

I build connected AI systems that combine web interfaces, backend services, database integration, robotics control, simulation, and agent-style automation.

My current focus is a practical AI prompt interface: a simple web page that sends prompts to my AI host and returns useful answers without heavy project scanning or file-processing overhead.

Featured Project: Integrated AI Prompt

This section provides a lightweight prompt interface connected to the AI host. It is designed for code help, debugging, planning, commands, and quick analysis without heavy ZIP upload or patch workflows.

1. Observe Read the user goal, files, logs, pages, API responses, and system state.
2. Plan Break the goal into safe, testable, reversible actions.
3. Act Use tools such as web search, API calls, patches, SQL, or command execution.
4. Verify Check status codes, tests, syntax, data, and user-visible evidence.
5. Retro-Action Feed errors and observations back into the next cycle.

Open AI Prompt

AI Prompt Uses

  • Ask for code snippets, server commands, and debugging steps.
  • Generate PHP, Python, JavaScript, SQL, and configuration examples.
  • Summarize logs or errors pasted into the prompt box.
  • Plan website improvements without overloading the VM.
  • Keep the workflow simple: prompt in, answer out.

System Stack

  • Frontend: PHP, HTML, CSS, JavaScript.
  • Backend: FastAPI, Uvicorn, Nginx, API routing.
  • Data: MariaDB integration for real platform data.
  • AI: model prompt layer, tool routing, verification, feedback.
  • Robotics: AI command interface, DOF planning, simulation pipeline.

Integrated Project Network

My website connects multiple real systems into one portfolio: an integrated AI Prompt page, my CV, and the Hardware / Low-Level page.

Integrated AI Prompt

A lightweight prompt page connected to the AI host. Ask for code, debugging help, server commands, UI improvements, SQL, or project planning without heavy ZIP processing.

Open AI Prompt

Hardware / Low-Level

Restored hardware demo page with Mini OS and Advanced OS video sections, plus a low-level C scheduler sketch built around timer interrupts and task flags.

Open Hardware

Why This Matters

AI agents need more than text generation. They need access to context, controlled action, memory, validation, recovery, and a clear interface for human review. My work shows this direction through real web systems, deployment patches, database integration, and robotics/agent experiments.

AI Agents Web Access Retro-Action FastAPI PHP MariaDB Robotics Systems Architecture