Experimental Projects 🚧

Here are some of the ongoing and exploratory projects I’m working on:

Browser-based Policy Q&A Agent

A lightweight Q&A system for internal policy documents, running locally with open-source LLMs and ChromaDB.

• Technologies: ChromaDB, Python, Mini LLM, Ubuntu Server Pro
• Features: Fast querying, private deployment, CI/CD integration

Architecture-as-Code CI/CD Toolkit

Toolkit to turn architecture practices into programmable, repeatable pipelines.

• Tools: Wardley Maps, Markdown, GitHub Actions
• Goal: Improve architecture traceability and continuous validation

Local LLM Playground

Experimenting with different open-source LLMs and comparing performance on local machines.

• Focus: Fine-tuning, latency testing, local inferencing

Interactive Wardley Mapping Interface

A visual editor to create and annotate Wardley Maps with drag-and-drop capabilities.

• Tools: React, D3.js, Mermaid.js
• Goal: Collaborative decision-making and strategic clarity

AI-augmented Architecture Assistant

A prototype assistant that helps generate architecture diagrams and suggestions based on input requirements.

• Technologies: OpenAI API, Natural Language Processing
• Goal: Bridge the gap between architectural intent and documentation