Scaling Large ML Models to Small Devices with Atila Orhon

The interplanetary filesystem, or IPFS, is a peer-to-peer network that uses a distributed and decentralized model. Functionally, IPFS allows users to store and share files without having to rely on a single source of truth for those files. Matt Ober is the Co-Founder & CTO of Pinata. He joins the show to talk about IPFS The post Pinata and the Interplanetary File System with Matt Ober appeared first on Software Engineering Daily.

Animal Well is a Metroidvania game developed as a solo project by Billy Basso over the course of seven years. It’s the first game released by publisher Bigmode, which was founded by Jason “Dunkey” Gastrow. Billy joins the show to talk about creating Animal Well’s engine from scratch, how the game handles animation, fine-tuning character The post Animal Well with Billy Basso appeared first on Software Engineering Daily.

One of the most promising applications of large language models is giving non-experts the ability to easily query their own data. A potential positive side effect is reducing ad-hoc data analysis requests that often strain data teams. Sarah Nagy is the Co-founder and CEO at Seek which is using natural language processing to change how The post LLMs for Data Queries with Sarah Nagy appeared first on Software Engineering Daily.

Almost every application or system involves some sort of user onboarding. Increasingly, companies must implement know-your-customer and know-your-business compliance, or KYC and KYB, as part of that process. In addition, they often handle personal identifiable information, or PII. Footprint is a developer platform that was co-founded by Alex Grinman for handling identity, security, fraud, and The post Implementing KYC and User Verification with Alex Grinman appeared first on Software Engineering Daily.

Vue is a popular JavaScript frontend framework, and Nuxt is an open source meta-framework on top of Vue. Anthony Fu is a Framework Developer on the Nuxt team. He joins the show to talk about Vue, Nuxt, open source development, and more. Josh Goldberg is an independent full time open source developer in the TypeScript The post Nuxt JS with Anthony Fu appeared first on Software Engineering Daily.

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.