For AI-assisted data workflows, a useful creator shortlist starts with the product task you need to explain. This profile pairs @filicroval's saved catalog observations with an editorial reading of the work, a budget example and a prompt you can adapt. The profile is public catalog research, not a creator endorsement or a confirmed collaboration.
When is @filicroval relevant to AI-assisted data workflows?
The saved profile combines data engineering, open source, LLMs and agents, but the sample concerns a visual AI result. A data-product brief should distinguish broad AI interest from demonstrated data-workflow fit. Compare the underlying transformation and checks before choosing the creator.
How can I compare this profile in Claude or ChatGPT?
The observation dated 2026-10-26 records 153,448 followers, 3,441 median views per sampled post and 20 own posts in the saved sample. These fields answer different questions: followers describe account size, while median views summarize those particular sampled posts. They do not estimate unique people reached or current weekly activity.
@penberg has 3,937 median views in a saved sample of 16 own posts. @mpjme has 4,154 median views in a saved sample of 15 own posts. Review the topics and linked work before preferring a larger number. The observations may have different dates and sample sizes; they are not a controlled campaign comparison.
What would one quote post mean for the creator budget?
The saved Chals Channel quote-post rate for @filicroval is €155. In an illustrative €1,000 creator budget, that is 15.5% and leaves €845 for other collaborations. This is arithmetic about creator spend, before the platform fee and taxes; it is not a campaign-reach forecast. Compare the original-post, repost and comment rates above before choosing a mix.
Start with a Boost if you will publish the main launch post yourself. Quotes add a creator's perspective, comments add discussion and reposts reshare the original. Planning and comparison are free in Chals Channel; a booking needs your review and confirmation on its website.
What should my AI-assisted data workflows launch brief contain?
Show an agent preparing a dataset and a human checking schema, missing values and provenance.
Give the assistant your product, intended users, launch time and creator budget. Ask it to explain the inclusion and exclusion criteria, keep unknown audience information explicit and show a shortlist before creating a campaign. A saved location describes the creator, not the geography of their audience.
Use Chals Channel to find AI data engineering creators with Claude. My product is [describe product], for [intended users]. Compare @filicroval with @penberg and @mpjme using topic fit, sample dates, median views, sample sizes and rates. For the brief: Show an agent preparing a dataset and a human checking schema, missing values and provenance. Ask for my budget and launch date, propose Boost first and keep booking for my review on the website.
By Chals Channel · Editorial updated . Profile observations: 26 Oct 2026. How campaigns work ↗
