{"version":"1.0","type":"card","id":"b73b7cd6-7769-43b7-bde1-cb4be8728717","url":"https://stacklist.com/card/b73b7cd6-7769-43b7-bde1-cb4be8728717","title":"Tech Behind LLM Data Pipelines with Activeloop","source_url":"https://www.codestory.co/episodes/s4-e3-the-tech-behind-llm-data-pipelines-optimizing-ai-infrastructure-with-activeloops-davit-buniatyan/","note":"Discover how Activeloop optimizes AI infrastructure for LLM data pipelines. Learn from founder Davit Buniatyan about building efficient machine learning systems.","image":{"url":"https://ucarecdn.com/824b7438-bed3-4f0b-9918-33a89c9025f1/","alt":"Tech Behind LLM Data Pipelines with Activeloop","width":1400,"height":1400},"stack":{"id":"fec60e9c-742b-444c-add8-c9302a96c479","title":"Code Story Podcast: Season 4 Founder Interviews","url":"https://stacklist.com/c/podcast/stack/fec60e9c-742b-444c-add8-c9302a96c479"},"created_at":"2026-08-13T21:31:49.045Z","updated_at":null,"aco":{"summary":"Code Story podcast episode S4 E3 features Davit Buniatyan, founder of Activeloop, discussing his journey from studying computer science at UCL to building tools for optimizing LLM data pipelines during his PhD at Princeton. The episode covers how he identified inefficiencies in computational power needed for large-scale datasets and created Activeloop to help companies learn from their data more efficiently.","tags":["llm-data-pipelines","ai-infrastructure","startup","podcast","activeloop","machine-learning","technical-founders"],"key_entities":[{"name":"Davit Buniatyan","type":"person","confidence":0.98},{"name":"Noah Labhart","type":"person","confidence":0.9},{"name":"Activeloop","type":"organization","confidence":0.98},{"name":"Princeton","type":"organization","confidence":0.9},{"name":"UCL","type":"organization","confidence":0.85},{"name":"LLM Data Pipelines","type":"concept","confidence":0.95},{"name":"AI Infrastructure","type":"concept","confidence":0.92},{"name":"Armenia","type":"location","confidence":0.85},{"name":"Code Story","type":"organization","confidence":0.9},{"name":"Neural Networks","type":"technology","confidence":0.8}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-08-13T21:31:57.432Z"},"token_counts":{"approximate":596,"cl100k":539},"content_hash":"sha256:b86d18707bebecf38b9243c05fc4ccf8ecf9a0d633c344aebad06bbeb6e4541d","acp_version":"0.2","body_available":true,"body_tokens":596,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/b73b7cd6-7769-43b7-bde1-cb4be8728717.json","html":"https://stacklist.com/card/b73b7cd6-7769-43b7-bde1-cb4be8728717","md":"/api/public/card/b73b7cd6-7769-43b7-bde1-cb4be8728717.md","stack_json":"/api/public/stack/fec60e9c-742b-444c-add8-c9302a96c479.json"}}