{"podcast":{"title":"MLOps.community","slug":"mlops-community","podcast_index_feed_id":28679,"rss_url":"https://anchor.fm/s/174cb1b8/podcast/rss","website_url":"https://mlops.community","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded_nologo/3809022/3809022-1612190855115-e91f8b881173f.jpg","author":"Demetrios","episode_count":516,"summary":"Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)","last_synced_at":null,"page_url":"https://stenobird.com/podcast/mlops-community"},"episode":{"title":"AI Data Engineers - Data Engineering After AI // Vikram Chennai // #309","slug":"ai-data-engineers-data-engineering-after-ai-vikram-chennai-309","published_at":"2025-04-25T17:28:38+00:00","page_url":"https://stenobird.com/podcast/mlops-community/ai-data-engineers-data-engineering-after-ai-vikram-chennai-309","show_page_url":"https://stenobird.com/podcast/mlops-community","url":"https://podcasters.spotify.com/pod/show/mlops/episodes/AI-Data-Engineers---Data-Engineering-After-AI--Vikram-Chennai--309-e320jmm","audio_url":"https://anchor.fm/s/174cb1b8/podcast/play/101780630/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-3-25%2F399083475-44100-2-9e7a42bdeac54.mp3","summary":"AI Data Engineers - Data Engineering after AI // MLOps Podcast #309 with Vikram Chennai, Founder/CEO of Ardent AI. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // Abstract A discussion of Agentic approaches to Data Engineering. Exploring the benefits and pitfalls of AI solutions and how to design product-grade AI agents, especially in data. // Bio Second Time Founder. 5 years building Deep learning models. Currently, AI Data Engineers // Related Links Website: tryardent.com ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ] Follow us on X/Twitter [ @mlopscommunity ]( https://x.com/mlopscommunity ) or [LinkedIn]( https://go.mlops.community/linkedin )] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ] Connect with Demetrios on LinkedIn: /dpbrinkm Connect with Vikram on LinkedIn: /vikram-chennai/ Timestamps: [00:00] Vikram's preferred coffee [00:09] Takeaways [00:42] Please like, share, leave a review, and subscribe to our MLOps channels! You can give us up to 5 stars on Spotify and leave your reviews! [01:53] Product User Categories [02:47] AI Data Engineer Role [05:40] AI Coding Limits Enterprise [09:22] Creating Feedback Loops [14:23] Breaking Down Big Tasks [19:39] Marketing Data Agent Scope [28:03] Clear Success Metrics [32:20] Creating Agent Glossary [36:43] AI Prompt Toolkits [38:54] Pricing Strategy Discussion [43:20] Compute Abstraction and Pipelines [45:23] Agent Surprises and Logs [47:12] Wrap up","meta_description":"AI Data Engineers - Data Engineering after AI // MLOps Podcast #309 with Vikram Chennai, Founder/CEO of Ardent AI. Join the Community: https://go.mlops.co…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2980,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/mlops-community/episodes/ai-data-engineers-data-engineering-after-ai-vikram-chennai-309/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/mlops-community/ai-data-engineers-data-engineering-after-ai-vikram-chennai-309.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}