About us

Welcome to Machine Intelligence & Elctronics — a learning hub focused on practical software engineering, IoT and AI topics.

Our mission

To help students, practitioners, and early-career developers gain real, hands-on experience building modern systems. We favor clear, small examples that teach core concepts first, then walk readers toward production-ready patterns.

Who this is for

• Students and learners who want concrete, executable examples
• Developers transitioning to microservices or AI/ML roles
• Practitioners who want to apply LLMs, RAG, or QA automation in real projects
• Open-source contributors who like to teach by code

What we cover

We publish step-by-step tutorials and example projects that move from simple to advanced, including:

• Microservices & API gateways (FastAPI, Docker Compose)
• Machine Learning & applied AI
• LLMs, Retrieval-Augmented Generation (RAG) and LLM-based systems
• AI Agents and autonomous workflows
• QA automation and test harnesses for AI systems
• System design and production-readiness patterns
• IoT

Learning approach

Each topic follows a clear progression:

1. Start with a small, focused example that demonstrates the core idea.
2. Gradually introduce complexity and real-world concerns (decoupling, retries, observability).
3. Provide runnable code, Dockerized setups, and tests where applicable.