Story: Portal Abstractions with Sam Ritchie

Story: Portal Abstractions with Sam Ritchie

Author: Adam Gordon Bell - Software Developer April 17, 2020 Duration: 35:11

Buckle up, on today's episode Adam interviews Sam about how the abstract algebra and probabilistic data structures helped solve fast versus big data issues that many are struggling with. Sam Ritchie is a machine learning researcher and a mechanical engineer by training.

Stop in to hear Adam and Sam's conversation about portal abstractions that let you leverage work from other fields. You cannot miss this episode!

"And that's really all we want to do. Like, we want things where you can pause and wait a while and then load it back out and keep going." - Sam Ritchie

"I'm aiming to implement these interfaces and pass these tests and then being able to immediately turn around and have like an approximate sliding window counter that would just work with stripes, like entire machine learning feature generation interface." - Sam Ritchie

"I'm really passionate about and the reason this stuff's important is. You want to go mine the literature of what other people have done. You know you want to go be able to plug these things into your work and really just benefit from this incredible community that's been cranking for, you know, again, maybe hundreds of years." - Sam Ritchie

Episode Page

Episode Transcript

Links:

Sam's Blog

Summing Bird

Algebird

Reinforcement Learning


In CoRecursive: Coding Stories, host Adam Gordon Bell sits down with software developers to explore the human narratives woven into the technology we build. This isn't a technical interview focused on syntax or best practices, but a deeper dive into the pivotal moments, creative struggles, and personal insights that shape how code comes to life. Each conversation reveals the context behind decisions, the stories of failure and breakthrough, and the often-overlooked human elements that define our craft. As a software developer himself, Adam guides these discussions with genuine curiosity, pulling out anecdotes and reflections you won't hear anywhere else. The podcast lives in the intersection of News, Education, and How-To, but through the lens of lived experience. You'll hear about the origins of influential projects, the rationale behind unconventional solutions, and the personal journeys that lead developers to their philosophies. Listening feels like pulling up a chair with thoughtful peers, offering a richer understanding of the profession that goes far beyond the screen. This is where the abstract becomes concrete, through the stories and people behind the code.
Author: Language: English Episodes: 100

CoRecursive: Coding Stories
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