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Embracing Data Mesh and SQL Sensors for Scalable Workflows at lastminute.com with Alberto Crespi
Manage episode 489814387 series 2053958
The flexibility of Airflow plays a pivotal role in enabling decentralized data architectures and empowering cross-functional teams.
In this episode, we speak with Alberto Crespi, Data Architect at lastminute.com, who shares how his team scales Airflow across 12 teams while supporting both vertical and horizontal structures under a data mesh approach.
Key Takeaways:
(02:17) Defining responsibilities within data architecture teams.
(04:15) Consolidating multiple orchestrators into a single solution.
(07:00) Scaling Airflow environments with shared infrastructure and DevOps practices.
(10:59) Managing dependencies and readiness using SQL sensors.
(14:23) Enhancing visibility and response through Slack-integrated monitoring.
(19:28) Extending Airflow’s flexibility to run legacy systems.
(22:28) Integrating transformation tools into orchestrated pipelines.
(25:54) Enabling non-engineers to contribute to pipeline development.
(27:33) Fostering adoption through collaboration and communication.
Resources Mentioned:
https://www.linkedin.com/in/crespialberto/
lastminute.com | Website
https://lastminute.com
https://airflow.apache.org/
https://www.getdbt.com/
https://github.com/astronomer/astronomer-cosmos
https://slack.com/
https://kubernetes.io/
https://www.atlassian.com/software/confluence
https://slack.com/
https://www.astronomer.io/events/roadshow/london/
https://www.astronomer.io/events/roadshow/new-york/
https://www.astronomer.io/events/roadshow/sydney/
https://www.astronomer.io/events/roadshow/san-francisco/
https://www.astronomer.io/events/roadshow/chicago/
Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
62 episodes
Embracing Data Mesh and SQL Sensors for Scalable Workflows at lastminute.com with Alberto Crespi
The Data Flowcast: Mastering Apache Airflow ® for Data Engineering and AI
Manage episode 489814387 series 2053958
The flexibility of Airflow plays a pivotal role in enabling decentralized data architectures and empowering cross-functional teams.
In this episode, we speak with Alberto Crespi, Data Architect at lastminute.com, who shares how his team scales Airflow across 12 teams while supporting both vertical and horizontal structures under a data mesh approach.
Key Takeaways:
(02:17) Defining responsibilities within data architecture teams.
(04:15) Consolidating multiple orchestrators into a single solution.
(07:00) Scaling Airflow environments with shared infrastructure and DevOps practices.
(10:59) Managing dependencies and readiness using SQL sensors.
(14:23) Enhancing visibility and response through Slack-integrated monitoring.
(19:28) Extending Airflow’s flexibility to run legacy systems.
(22:28) Integrating transformation tools into orchestrated pipelines.
(25:54) Enabling non-engineers to contribute to pipeline development.
(27:33) Fostering adoption through collaboration and communication.
Resources Mentioned:
https://www.linkedin.com/in/crespialberto/
lastminute.com | Website
https://lastminute.com
https://airflow.apache.org/
https://www.getdbt.com/
https://github.com/astronomer/astronomer-cosmos
https://slack.com/
https://kubernetes.io/
https://www.atlassian.com/software/confluence
https://slack.com/
https://www.astronomer.io/events/roadshow/london/
https://www.astronomer.io/events/roadshow/new-york/
https://www.astronomer.io/events/roadshow/sydney/
https://www.astronomer.io/events/roadshow/san-francisco/
https://www.astronomer.io/events/roadshow/chicago/
Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
62 episodes
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1 Transforming Customer Education in Data Engineering at Astronomer with Marc Lamberti 22:19

1 Embracing Data Mesh and SQL Sensors for Scalable Workflows at lastminute.com with Alberto Crespi 30:09

1 The AI-Ready Pipeline: Reimagining Airflow at Veyer® Logistics with Anu Pabla 23:21

1 Streamlining AI and ML Operations at IBM with BJ Adesoji and Ryan Yackel 24:44

1 Inside the Custom Framework for Managing Airflow Code at Wix with Gil Reich 31:02

1 Modernizing Legacy Data Systems With Airflow at Procter & Gamble with Adonis Castillo Cordero 22:13

1 Building an End-to-End Data Observability System at Netflix with Joseph Machado 38:54

1 Why Developer Experience Shapes Data Pipeline Standards at Next Insurance with Snir Israeli 30:28

1 Data Quality and Observability at Tekmetric with Ipsa Trivedi 22:49

1 Introducing Apache Airflow® 3 with Vikram Koka and Jed Cunningham 27:28

1 Airflow in Action: Powering Instacart's Complex Ecosystem 25:14

1 From ETL to Airflow: Transforming Data Engineering at Deloitte Digital with Raviteja Tholupunoori 27:42

1 A Deep Dive Into the 2025 State of Airflow Survey Results with Tamara Fingerlin of Astronomer 23:26

1 Airflow’s Role in the Rise of DataOps with Andy Byron 26:15

1 The Software Risk That Affects Everyone and How To Address It with Michael Winser and Jarek Potiuk 28:27

1 Building Scalable ML Infrastructure at Outerbounds with Savin Goyal 36:46

1 Customizing Airflow for Complex Data Environments at Stripe with Nick Bilozerov and Sharadh Krishnamurthy 27:40

1 Harnessing Airflow for Data-Driven Policy Research at CSET with Jennifer Melot 17:54

1 Leveraging Airflow To Build Scalable and Reliable Data Platforms at 99acres.com with Samyak Jain 25:08

1 Hybrid Testing Solutions for Autonomous Driving at Bosch with Jens Scheffler and Christian Schilling 33:45

1 Overcoming Airflow Scaling Challenges at Monzo Bank with Jonathan Rainer 43:39

1 Orchestrating Analytics and AI Workflows at Telia with Arjun Anandkumar 26:00

1 The Role of Airflow in Finance Transformation at Etraveli Group with Mihir Samant 21:19

1 Inside Ford’s Data Transformation: Advanced Orchestration Strategies with Vasantha Kosuri-Marshall 38:54

1 Powering Finance With Advanced Data Solutions at Ramp with Ryan Delgado 24:35

1 Exploring the Power of Airflow 3 at Astronomer with Amogh Desai 30:24

1 Using Airflow To Power Machine Learning Pipelines at Optimove with Vasyl Vasyuta 24:11

1 Maximizing Business Impact Through Data at GlossGenius with Katie Bauer 25:49

1 Optimizing Large-Scale Deployments at LinkedIn with Rahul Gade 27:47

1 How Uber Manages 1 Million Daily Tasks Using Airflow, with Shobhit Shah and Sumit Maheshwari 28:44
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