About me

Welcome to my blog! I'm a Machine Learning Engineer passionate about building intelligent systems and optimizing workflows through automation. I spend most of my days coding in Python, experimenting with new ML models, and finding efficient ways to deploy AI solutions.

What I Write About

On this blog, I share insights on:

• Machine Learning & AI – model training, deployment strategies, and optimization techniques.
• MLOps & Cloud Computing – managing models in production, leveraging tools like Azure Cosmos DB and serverless architectures.
• Software Development – Python tips, UI development (e.g., using Reflex.dev), and database integrations.
• Cycling & Sports Analytics – analyzing lactate production data, power metrics, and Strava integrations.
• Personal Projects & Experiments – such as setting up MkDocs with GitHub Actions for this blog!

Tech I Use

Some of my favorite tools and frameworks include:

• Hugging Face models for NLP and embeddings (e.g., gretelai/gretel-gliner-bi-large-v1.0, cde-small-v2)
• Gradio for interactive ML interfaces
• Mesop, Flask, and containerized deployments
• Reflex.dev

Let's Connect

Feel free to check out my work on GitHub or reach out for a chat about ML, coding, or cycling.

Happy coding! 🚀