kickoke - Tina Luedtke's Portfolio

About Me

As an AI Quality Engineer, I devise strategies to improve the output of AI models and unlock new capabilities. This includes:

Reviewing model outputs and categorizing them into loss patterns.
Aligning with stakeholders to define product vision and quality metrics.
Improving model outputs using iterative prompting prompts or training data.
Defining evaluation metrics for human raters and autoraters (LLM-based evaluation).

I'm currently working at Google, where I'm improving the quality AI-powered Search.

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Publications

I used to work as a technical writer (and I will always be at heart). While much of my work these days is confidential, you can still catch up with some of my musings about documentation:

Tech Docs Con 2024: Know your audience: A Look inside the Human Brain
Standard Deviation Podcast: Tag this way
Google Open Source blog: Kickstarting your tech writing career with open source
The Good Docs project blog: 6 Resources for Starting Your Journey Into Docs!
Knowledge Owl blog: Three tips to make your content more brain-friendly
Bachelor thesis: Opportunities and Limitations of Ontologies in the Context of a Unified Content Strategy

Technical Writing projects

You can find some of my publicly shareable technical writing projects here.

Standardizing documentation at Netdata

During my time at Netdata, I initiated a long-term documentation standardization project after uncovering a lot of inconsistencies in a detailed content audit. I've created page-level markdown templates and paragraph-level components that automatically generate text for certain tasks. I supplemented my concept with internal documentation to facilitate the adoption of the improved documentation structure.

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Google Season of Docs: Metanorma

During the three-month project, I proposed a new information architecture for Metanorma's documentation to improve findability. To lower Metanorma's adoption barrier, I created a 26-lesson curriculum geared towards new users. To make the Metanorma documentation future-proof, I laid out a roadmap.

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Introducing Video Documentation at Bosch Building Technologies

During an internship at Bosch Building Technologies (BT), I introduced a new form of documentation: How-to videos for CCTV management software.

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Improving Documentation with User Tests at Bosch Building Technologies

Since the on-screen documentation was published in a deprecated format, Bosch BT needed to switch to HTML5-based help. To improve the usability of the new help, I conducted a user test.

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