Ai Lab

ai-lab

Welcome to my AI Lab — a growing portfolio of practical work exploring Generative AI, AI systems, automation, data analysis, AI evaluation, prompt engineering, and human-centered problem solving.

This repository documents projects, experiments, tools, and ideas developed while exploring how AI can be turned into useful, reliable, and practical systems.

🚀 What You'll Find Here

🤖 AI Systems & Automation

Experiments with AI-powered workflows, automation systems, and structured problem-solving frameworks.

📊 Interactive Dashboards

AI-assisted dashboards for analyzing data, identifying patterns, monitoring performance, and communicating insights.

🧠 Claude Skills

Custom Claude Skills designed for specialized tasks such as research, analysis, content workflows, and business processes.

✍️ Prompt Engineering

Structured prompts, prompt systems, and reusable AI workflows designed to improve the quality and consistency of AI outputs.

🔬 AI Evaluation & Reasoning

Experiments exploring how AI responses can be evaluated beyond fluency — including correctness, reasoning quality, assumptions, evidence, and reliability.

📚 Research & Experiments

Notes, prototypes, frameworks, and experiments exploring emerging questions around AI, knowledge, reasoning, and human-AI interaction.

🗂️ Repository Structure

ai-lab/ │ ├── dashboards/ │ └── interactive-dashboard-projects/ │ ├── claude-skills/ │ └── specialized-ai-skills/ │ ├── prompts/ │ └── prompt-engineering-systems/ │ ├── research/ │ └── ai-evaluation-and-reasoning/ │ ├── experiments/ │ └── ai-experiments/ │ └── README.md

🎯 Purpose

The goal of this repository is to build a public record of practical AI work while continuously experimenting, testing, improving, and documenting new approaches.

I am particularly interested in the question:

«How can we make AI not merely fluent, but genuinely useful, reliable, and intelligently evaluated?»

🛠️ Tools & Technologies

• Generative AI
• Claude
• ChatG