# LIU014: Linda Haviv: From Philosophy Major to AI Engineer Page: https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/liu014-linda-haviv-from-philosophy-major-to-ai-engineer Text version: https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/liu014-linda-haviv-from-philosophy-major-to-ai-engineer.md Podcast: [The Fat Pipe - All Packet Pushers Pods](https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895) Published: 2026-05-07T19:20:47+00:00 Episode link: https://packetpushers.net/podcasts/life-in-uptime/liu014-linda-haviv-from-philosophy-major-to-ai-engineer/ Audio file: https://feeds.packetpushers.net/link/17421/17336393/LIU014.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-fat-pipe-most-popular-packet-pushers-pods-1080895/episodes/liu014-linda-haviv-from-philosophy-major-to-ai-engineer Duration seconds: 3688 ## Resource Alexis and Kevin sit down with Linda Haviv, an AI/ML Engineer and founder of Coding Crystals. Linda is known for making AI infrastructure accessible, and for a career path that went from philosophy student to professional singer to self-taught developer to AI engineer. Together they discuss the difference between AI infrastructure and AI engineering, the ... Read more » ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-fat-pipe-most-popular-packet-pushers-pods-1080895/episodes/liu014-linda-haviv-from-philosophy-major-to-ai-engineer/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-fat-pipe-most-popular-packet-pushers-pods-1080895/liu014-linda-haviv-from-philosophy-major-to-ai-engineer.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.