AI-Driven Observability at Kentik with Avi Freedman

The size of ML models is growing into the many billions of parameters. This poses a challenge for running inference on non-dedicated hardware like phones and laptops. Argmax is a startup focused on developing methods to run large models on commodity hardware. A key observation behind their strategy is that the largest models are getting The post Scaling Large ML Models to Small Devices with Atila Orhon appeared first on Software Engineering Daily.

Anaconda is a popular platform for data science, machine learning, and AI. It provides trusted repositories of Python and R packages and has over 35 million users worldwide. Rob Futrick is the CTO at Anaconda, and he joins the show to talk about the platform, the concept of an OS for AI, and more. This The post Anaconda and Accelerating AI Development with Rob Futrick appeared first on Software Engineering Daily.

Panic has created games such as Firewatch and Untitled Goose Game. They recently ventured into gaming hardware with the Playdate. The console is unique for its inputs, which include a hand crank, and because Panic provides a free SDK, so anyone can develop games for it. James Moore is a DevOps Engineer and Dave Hayden The post Engineering the Playdate Gaming Handheld with James Moore and Dave Hayden appeared first on Software Engineering Daily.

Machine learning models learn patterns and relationships from data to make predictions or decisions. The quality of the data influences how well these models can represent and generalize from the data. Nihit Desai is the Co-founder and CTO at Refuel.ai. The company is using LLMs for tasks such as data labeling, cleaning, and enrichment. He The post Using LLMs for Training Data Preparation with Nihit Desai appeared first on Software Engineering Daily.

Kentik is a network observability platform that focuses on letting users easily ask questions and get answers about their network. Avi Freedman is the CEO of Kentik and he joins the podcast to talk about the platform, his observability philosophy, the role of AI in observability, and much more. Full Disclosure: This episode is sponsored The post AI-Driven Observability at Kentik with Avi Freedman appeared first on Software Engineering Daily.

Solid.js is a popular JavaScript framework known for its reactive and efficient rendering system. Instead of using a Virtual DOM, it compiles its templates to real DOM nodes and updates them with fine-grained reactions. Ryan Carniato is the creator of SolidJS, and he joins the show to talk about the framework. Taylor Nodell is a The post SolidJS with Ryan Carniato appeared first on Software Engineering Daily.

Sammy Steele is a Senior Staff Engineer at Figma, and the tech lead for their databases team. She previously worked at Dropbox, where she built out their petabyte-scale metadata storage and search systems. Sammy recently published a blog called “How Figma’s databases team lived to tell the scale”. The blog went viral and made it The post Database Scaling at Figma with Sammy Steele appeared first on Software Engineering Daily.

Autonomous vehicle engineering is a huge challenge and requires the integration of many different technologies. A self-driving car needs data from multiple sensors, ML models to process that data, engineering to couple software and mechanical systems, and much more. Ian Williams is a Senior Staff Software Engineer at Cruise, and before that worked at Google, The post Bonus Episode: How to Build a Self-Driving Car with Ian Williams appeared first on Software Engineering Daily.

Ben Huber is a security engineer who has worked at companies including Crypto.com and Blackpanda. He joins the podcast to talk about his career, penetration or “pen” testing, attack vectors, security tools, and much more. Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across The post Security Engineering with Ben Huber appeared first on Software Engineering Daily.

George Mathew is a Managing Director at Insight Partners where he invested in Weights & Biases, Jasper, and others. He has over 20 years of experience developing high-growth technology startups including most recently being CEO of Kespry. George joins the podcast to talk about his path to becoming an investor, his data-first thesis about investment, The post Startup Investing with George Mathew appeared first on Software Engineering Daily.