From PoC to Production with Python: Why Integration Tests are Key in AI and Document Processing 2025

From PoC to Production with Python: Why Integration Tests are Key in AI and Document Processing 2025

06 Oct 2025 Online Български Event Website

🚀 Date: October 6, 2025
 ⏰ Time: 7:30 PM
 ✨ Online / organized by DEV.BG
 🎟️ Free event with registration: link

🧑‍💻 User Group: Python – monthly events dedicated to Python technologies. Subscribe here: link

ℹ️ About the Event:
Many Python projects, especially in AI and document processing, struggle to transition from proof-of-concept to production. This talk will cover:

  • the difference between unit and integration tests;
  • how the lack of integration tests can cause degradation and unpredictable outcomes in complex pipelines (OCR, translation, document assembly);
  • best practices and tools from the Python ecosystem – pytest, testcontainers, hypothesis – that help ensure stability and quality in real-world conditions.

The session concludes with a Q&A.

🎟️ Speaker: Viktor Botev – CTO & Co-Founder @ Iris.ai
Viktor is the CTO and Co-Founder of Iris.ai, leading its Research and Development teams. Under his guidance, Iris.ai became a global AI leader, with its NLP-based AI Engine recognized as one of the most promising technologies (Fast Company – 2017; AI Xprize – 2020).

Before founding Iris.ai, Viktor worked as a Research Engineer at Chalmers University, Sweden. He holds a degree in Software Engineering from Sofia University and has extensive experience in the corporate world.

🏢 Supported by: Man Group
Man Group Technology combines the feel of a small company with a flat structure and strong collaboration – a place where you can make a real impact. Learn more

✨ Organizer: DEV.BG – specialized Job Board for IT jobs.
Check out the latest Python job postings

🚀 See you on October 6, 2025, at 7:30 PM!

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