Artem Shelamanov A*

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Latest writing.

The latest three articles from my Medium blog about AI, data science, Linux, and things I'm learning while building.

  1. Vibe Machine Learning: Using GenAI for ML, AI and R&D machine-learningartificial-intelligenceai The rise of AI tools has affected many people across different areas of IT. But the field that has been affected the most is, without a…
  2. AI Agents in Production: What Actually Works (Based on 300+ Deployments) aidata-sciencesoftware-development As 2025 comes to an end, everyone wants to wrap themselves in cozy blankets, stare at the Christmas tree, and relax with a mug of hot cocoa. Instead, many data scienti…
  3. Fine-Tuning vs Distillation vs Transfer Learning: What’s The Difference? machine-learningfine-tuningdeepseek What are the main ideas behind fine-tuning, distillation, and transfer learning? A simple explanation with focus on LLMs.
20+
articles so far
~5,000
followers on Medium
5+
talks on Python, ML and MLOps
3
shown here, the rest on Medium