Manuela Schrittwieser

@NeuralStack

Full-Stack AI Dev 👩🏻‍💻 & Tech Writer

AustriaJoined October 2025

About

Programmer, Creative and Tech Nerd. I build with code, write about AI and Software Development and explore the future of intelligent Agents.

Available for

Fullstack Development, Agentic AI Development and Technical Writing

Manuela Schrittwieser's blogs

NeuralStack | MSneuralstackms.tech23 posts

Recently published

neuralstackms.tech

Building AI Features into Apps: OpenAI, Ollama and Hugging Face

AI Is Now Application Infrastructure AI is no longer an experiment or a bolt-on feature. In modern products, it behaves like core infrastructure similar to authentication, search or payments. The difference:AI systems are probabilistic, model-driven ...

Feb 95 min read

neuralstackms.tech

Guide to Fine-Tuning Large Language Models

From Basics to Breakthroughs: Technologies, Research, Best Practices, and Applied Challenges 1. Introduction Large Language Models (LLMs) have transitioned from experimental research artifacts to foundational infrastructure for modern software syste...

Feb 26 min read

neuralstackms.tech

How to Add AI Features to Your Existing App

Adding AI to an existing application is no longer a research problem; it is a product decision. With mature APIs, open-source models, and cloud tooling, teams can incrementally enhance apps with AI without rewriting their entire stack. This article p...

Jan 305 min read

neuralstackms.tech

How to Transition Into AI/ML as a Full-Stack Developer

NeuralStack | MS Executive Summary Full-stack developers already possess many of the skills required to work effectively in AI/ML. The transition is less about starting over and more about re-weighting your skill stack: adding mathematical intuition,...

Jan 194 min read

neuralstackms.tech

From Hallucinations to Execution: Building an Autonomous SQL Agent with Qwen 2.5

Category: LLM Engineering / Agents / MLOpsAuthor: Manuela Schrittwieser – NeuralStack | MS The Problem: When Chatbots Can't count General-purpose Large Language Models (LLMs) are excellent conversationalists but often terrible database administrator...

Jan 55 min read

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Manuela Schrittwieser

About

Available for

Manuela Schrittwieser's blogs

Recently published

Building AI Features into Apps: OpenAI, Ollama and Hugging Face

Guide to Fine-Tuning Large Language Models

How to Add AI Features to Your Existing App

How to Transition Into AI/ML as a Full-Stack Developer

From Hallucinations to Execution: Building an Autonomous SQL Agent with Qwen 2.5