# Functional Programming Shift and Scalable Architecture Insights - ML 158

Page: https://stenobird.com/podcast/adventures-in-machine-learning/functional-programming-shift-and-scalable-architecture-insights-ml-158
Text version: https://stenobird.com/podcast/adventures-in-machine-learning/functional-programming-shift-and-scalable-architecture-insights-ml-158.md
Podcast: [Adventures in Machine Learning](https://stenobird.com/podcast/adventures-in-machine-learning)
Published: 2024-07-11T10:00:00+00:00
Episode link: https://www.spreaker.com/episode/functional-programming-shift-and-scalable-architecture-insights-ml-158--60679462
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/60679462/ml_158.mp3
Processing state: failed
JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/functional-programming-shift-and-scalable-architecture-insights-ml-158
Duration seconds: 3381

## Resource

In today's episode, they dive deep into the evolving landscape of software development. Join us as Kirk, the CTO and founder at Graphlit, shares his journey from traditional software at Microsoft to pioneering perception ML for drone-based aerial intelligence. They explore the paradigm shift from object-oriented to functional programming, the crucial role of software architecture, and the challenges of maintaining consistent design and documentation in growing teams. They also get insights into Databricks' approach to user-friendly API design and the importance of learning management systems in knowledge distillation. Listen in as our speakers discuss the strategic decisions in scaling products, the nuances of open-source contributions, and the value of automation in modern development. Whether you're navigating a startup or a large enterprise, this episode is packed with expert advice on building robust, scalable systems and the dynamic decision-making needed to thrive in today's tech environment. Tune in and elevate your development game! Socials LinkedIn: Kirk Marple Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support .

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## Transcript

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