Engineering AI-Powered Data Products - Radovan Bacovic

In this talk, Radovan Bacovic, Principal Data Engineer and Snowflake/dbt Ambassador, shares his two-decade journey, from traditional database administration to leading modern data platform engineering. We explore the essential building blocks of scalable data architectures, the trade-offs of no-code solutions, and how to effectively integrate AI into your data pipelines while maintaining strict security and governance.

You’ll learn about:

- The evolution of the full-stack data engineer over the past two decades.

- Building scalable, business-driven data platforms without premature optimization.

- Efficient data modeling and transformation using DuckDB and dbt.

- Leveraging AI to accelerate pipeline development and launch data products.

- Implementing enterprise data governance and robust pipeline security.- Balancing no-code integration tools with strict DataOps methodologies.

LINKS:

https://gitlab.com/radovan.bacovic/wsc26_dataops/-/blob/main/README.md?ref_type=heads

TIMECODES:

0:00 Data Engineering Career Trajectory and Industry Experience

6:37 Full Stack Data Engineer Role Evolution and Responsibilities

14:45 Scalable Data Platform Architecture and Business Alignment

21:59 DuckDB Integration and Premature Database Optimization Avoidance

30:04 Data Pipeline Transformation and Data Modeling with dbt

35:31 Modern Data Platform Ecosystem and Infrastructure Orchestration

42:13 AI Powered Data Products and LLM Pipeline Automation

49:42 Enterprise Data Governance and Pipeline Security Best Practices

55:06 No Code Data Integration Tools and DataOps MethodologyThis talk is ideal for data engineers, analytics engineers, and data platform leads looking to modernize their tech stacks and future-proof their infrastructure. It provides highly actionable insights for anyone aiming to build resilient, AI-ready data platforms that prioritize real business value and strict security constraints.

Connect with Radovan

- Twitter - https://x.com/SvenMurtinson

- Linkedin - https://www.linkedin.com/in/radovanbacovic/

- Github: https://gitlab.com/radovan.bacovic/

- Website: www.bacovic.com

Connect with DataTalks.Club:

- Join the community - https://datatalks.club/slack.html

- Subscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ

- Check other upcoming events - https://lu.ma/dtc-events

- GitHub: https://github.com/DataTalksClub

- LinkedIn - https://www.linkedin.com/company/datatalks-club/

- Twitter - https://twitter.com/DataTalksClub

- Website - https://datatalks.club/