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2717 posts latest post 2026-11-11
Publishing rhythm
Oct 2026 | 30 posts
Check out ZaxR and their project bulwark. Bulwark is a package for convenient property-based testing of pandas dataframes.
I’m really excited about auto-editor, an amazing project by WyattBlue. It’s worth exploring! Auto-Editor: Efficient media analysis and rendering

Adding Audio to my blog posts

This is episode 1 of the Waylon Walker Audio experience, posts from waylonwalker.com {.hoverlink} in audio form. So I have had this idea for awhile to add audio to my blog posts. The idea partly comes from the aws blog, if you have ever been on their blog you will have noticed that they have a voiced by amazon polly section. What to Expect Honestly I don’t know this is all new to me and I dont have much to go off of. For now its a test that may or may not work out. I will say that the time that I have available for clean audio is a bit limited so expect these to come out in batches as I get time to go back and record. What Not to Expect One thing that makes the aws blog really hard to listen to is the robotic voice, I definitely don’t want that. This will be voiced by a real human, Me. At the same time written text doesn’t translate directly to audio well so don’t necessarily expect the audio to be word for word. Code blocks There are a lot of code blocks in my blog, which don’t transl…

gatsby-remark-embedder

Inspired by discourse’s link expansion I am rolling out expansions for one line links on the blog waylonwalker. I was able to find a gatsby plugin gatsby-remark-embedder that expands one line links for social cards for popular platforms like twitter and YouTube through a repose from Kyle Mathews to my tweet. https://twitter.com/kylemathews/status/1329817928666005504 Use Cases This covers a couple of use cases I have with very little effort. Twitter YouTube install This was super quick and simple to setup, the only thing that was extra was to install the plugin as well as the. enable Thats it, now I can embed tweets and YouTube videos by just leaving the link on a single line.

Expand One Line Links

I wanted a super simple way to cross-link blog posts that require as little effort as possible, yet still looks good in vanilla markdown in GitHub. I have been using a snippet that puts HTML into the markdown. While this works, it’s more manual/difficult for me does not look the best, and does not read well as Goals for new card The new card should be fully automated to expand with title, description, and cover image. Bonus if I am able to attach a comment behind it. fully automated card expansion Title description cover image Old Card If you can call it a card 🤣. This card was just an image wrapped in an anchor tag and a paragraph tag. I found this was the most consistent way to get an image narrower and centered in both GitHub and dev.to. The key here is that I have to put the HTML into the markdown. It looks a bit dirty while editing and quite frankly it’s a pain to deal with. New Card My first eight years as a working professional. First step My first attempt was to make my own tra…
astronomer has done a fantastic job with dag-factory. Highly recommend taking a look. Dynamically generate Apache Airflow DAGs from YAML configuration files
orchest by orchest is a game-changer in its space. Excited to see how it evolves. Build data pipelines, the easy way 🛠️

Resume Tips

customize for the job Why are you a good fit? What will you bring to the role? Give real outcomes give real experience Stop tech vomiting if you link to GitHub Make a profile readme Guide me to your best work have some activity if you link to LinkedIn Provide some benefit that is not on your resume Have a logical flow of experience (dont make me hunt for past experience) Keep it under 2 pages Who you know. Reference real experience Deployed 12 data pipelines with over 500 nodes to process 200GB of data at a Fortune 100 company vs Knowledge of Data Engineering methodology with python EC2 Dont be so fluffy
1 min read
mingrammer has done a fantastic job with diagrams. Highly recommend taking a look. 🎨 Diagram as Code for prototyping cloud system architectures
Codeit Bro Interview

Codeit Bro Interview

Please share your professional role as a data scientist? [Also feel free to share about your personal projects, publications, etc.] I graduated with a Mechanical Engineering Degree 8 years ago. Much of my work early in my career was wrapped around analyzing larger datasets for my group to understand quality, drive changes to improve quality or prove that quality was already good. My first eight years as a working professional. This day 8 years ago I started my first day as a Mechanical Engineer. I am so grateful for this journey that I have been able to have. There is no way that I... Jun 19, 2020 Three years ago I made the switch to Data Science and have loved every minute of it. It is a very dynamic field that is continually changing and there are always a new set of skills to learn and hone in on. I talk a lot about the mindset of always learning, sharing knowledge, and communicating in my newsletter What are the most difficult challenges you faced as a data scientist and how you re…
8 min read

reasons-to-kedro

There are many reasons that you should be using kedro. If you are on a team of Data Scientists/Data Engineers processing DataFrames from many data sources should be considering a pipeline framework. Kedro is a great option that provides many benefits for teams to collaborate, develop, and deploy data pipelines What is Kedro Starter Template Kedro makes it super easy to get started with their cli that utilizes cookiecutter under the hood. Create New Kedro Project read more about how to start your first kedro project here Collaboration Kedro provides many tools that help teams collaborate on a single codebase. While writing monolithic scripts it can be easy to pin yourself in a corner where it is difficult to have multiple people making changes to the notebook/script at the same time. Kedro helps guide your team to break your project down into small pieces that different members of the team can work on in parallel. sharable catalog Kedro makes it easy to collaborate with members who aren…