Microsoft · Collaborative learning series
From a first agent to its first action.
Follow the path from a basic Copilot Studio agent to an email workflow, with lessons, videos, and Python code to build along.
Developer Relations + Technical Content
I help developers build with AI through hands-on tutorials, working demos, and technical education. My work covers AI agents, local LLMs, and developer tools.
As of May 2026
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Selected work
More hands-on walkthroughs for developers working with AI agents and local models.

I walk developers through building an email-sending AI agent from scratch with Microsoft Copilot Studio.
Watch Video →
A practical walkthrough of running DeepSeek R1 on your own hardware with Ollama, from setup to a working local model.
Watch Video →A step-by-step guide on how to run large language models (LLMs) on a laptop or desktop locally without powerful GPUs using Ollama.
Read Article →A comprehensive tutorial on how to create an AI agent that can send emails on your behalf using Microsoft Copilot Studio and robust backend tools.
Read Article →Learn how to automate customer support and repetitive queries using OpenAI and Azure Communication Services in this detailed guide.
Read Article →I demonstrate a local DeepSeek-R1 setup with a chat interface and PDF retrieval, connecting model setup to a usable application.
Watch Video →Currently building
I’m building Morak to help people explore voice AI, understand their options, and find the right fit for what they want to build.
Behind the tutorials
Microsoft · Collaborative learning series
Follow the path from a basic Copilot Studio agent to an email workflow, with lessons, videos, and Python code to build along.
Subject: Help signing in
“I forgot my password. How can I get back into my account?”
Start with a customer’s question. Select the next step to follow it through the app.
Microsoft · Python demo
A small Streamlit app that turns a customer question into an editable email draft. Azure OpenAI writes the response; Azure Communication Services handles the send.
Personal project · ProtoRes + FABRIK
Connecting Unity with Python and ONNX inference to explore character posing. Explore how machine learning and inverse kinematics come together in the code.
Curriculum
Courses I created to take learners from the fundamentals to a working application.
Beginner-friendly ML course covering core concepts with hands-on Python and scikit-learn.
Practical course focused on shipping an end-to-end conversational AI demo app.
Previous builds
Independent publications and learning resources I founded and grew. These projects are no longer actively maintained.
Founder (2010–2017)
Grew Maypalo into a top-100 gadget blog globally. Built content + community at scale, and served 18+ million pageviews.
Visit siteCreator (2023–2025)
Created beginner-friendly ML courses and grew an AI newsletter to 9,000+ subscribers.
Visit siteFor developer relations, technical content, or speaking opportunities, reach out on LinkedIn. I’d love to hear what you’re working on.