---
title: "Discussion on \"Key Technical Challenges while Transitioning GenAI Applications to Production\" | Hashnode"
description: "Discussion on \"Key Technical Challenges while Transitioning GenAI Applications to Production\". Part of the `GenAI in Production` Series"
url: "https://hashnode.com/posts/key-technical-challenges-while-transitioning-genai-applications-to-production/66c9fa8657324594a12fae91"
---

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# [Key Technical Challenges while Transitioning GenAI Applications to Production](https://pabloaicorner.hashnode.dev/key-technical-challenges-while-transitioning-genai-applications-to-production?utm_source=hashnode&utm_medium=feed)

Part of the \`GenAI in Production\` Series

Aug 24, 2024 · 12 min read · pabloaicorner.hashnode.dev  
Updated Jan 28, 2025  
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## Written by

[Pablo Salvador Lopez](https://hashnode.com/@pablosalvador)

@pablosalvador · Chicago

  
[View profile](https://hashnode.com/@pablosalvador)

Senior Principal AI Engineer at @Microsoft | A seasoned AI/ML expert and engineer driving innovation with a full-stack toolkit

Hey! I’m a Senior Principal AI Engineer at Microsoft. I also teach AI and Generative AI systems at Northwestern University and Universidad Escuela Colombiana de Ingeniería Julio Garavito. This channel is where I casually share some of the things I work on and learn while building AI systems. No hype, just practical AI engineering.

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