A little about me

A builder’s mindset. A teacher’s curiosity.

I’m Aayush Raj Regmi, an AI engineer, educator, and technology builder. My work connects machine learning, software, and the practice of making knowledge accessible.

Aayush Raj Regmi

The common thread

Useful technology.
Accessible knowledge.

Engineering and teaching inform each other. Building reveals the questions worth asking. Explaining makes the answers clearer. This is a home for both.

My practice spans machine learning, AI products, software engineering, and open teaching resources. I’m interested in how these areas come together: how an idea becomes a useful system, and how an explanation helps someone make it their own.

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Across the practice

Different disciplines. Shared curiosity.

Engineering

Building production-ready machine learning, Generative AI, agentic systems, and intelligent software.

Teaching

Helping students and professionals understand Python, data analytics, statistics, machine learning, and AI.

Research & Exploration

Investigating LLMs, Computer Vision, knowledge graphs, GraphRAG, and domain-driven AI.

Product Building

Transforming emerging technologies into useful digital products and platforms.

What guides the work

A few things I come back to.

Intuition before notation.

Start with a clear mental model. Give the formalism something to attach to.

Learn by making.

Work with code and data you can run, change, and question.

Show the reasoning.

Make assumptions, trade-offs, and the messy middle visible.