Exploring with Mateusz Partyka

Mateusz Partyka
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Sharing what I learn along the way about Tech and AI

Episodes

  1. 05/17/2025

    Built an iOS app with AI - here’s what I learned

    Episode covering strategies worth to know when prototyping with AI. Topic especially important for all interested in vibe coding.

    11 min

  2. 05/04/2025

    Everyone is talking about AI Agents — Here’s how to actually build one that works

    Episode covering strategies worth to know when building AI Agents. Topic especially important for all interested in building AI systmes and automations.

    11 min

  3. 10/24/2024

    How to manage AI projects - strategies you need to know

    Episode covering 8 strategies worth to know and apply when managing AI projects. Topic especially important for all Project Managers and people into AI.

    11 min

  4. 09/18/2024

    Unlocking the power of RAG - How can we tailor AI models to our unique business data?

    Episode covering how RAG systems can help customizing AI Models. What are the key benefits and how to prepare data to make such solution working properly?

    5 min

  5. 08/28/2024

    Router models - achieve 95% GPT-4 quality but 80% cheaper

    Episode covering how router models are revolutionizing AI industry. When to use router and how to reduce the cost of running AI models by 85% while maintaining 95% of response quality.

    4 min

  6. 07/18/2024

    What do you need to know about Small Language Models?

    Episode covering how tiny but mighty models are revolutionizing AI industry. When to use SLM and when LLM. How to assess which model to choose?

    6 min

  7. 06/18/2024

    AI and Your Data - A Match Made in Heaven

    Episode covering key takeaways from latest Microsoft Build to unlock the power of AI and data.

    5 min

  8. 05/15/2024

    Conducting the AI Orchestra

    Episode about rising importance of orchestration when building generative AI applications.

    5 min
  • 8 Episodes

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Sharing what I learn along the way about Tech and AI

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