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Powering Finance With Advanced Data Solutions at Ramp with Ryan Delgado
Manage episode 460405709 series 2948506
Data is the backbone of every modern business, but unlocking its full potential requires the right tools and strategies. In this episode, Ryan Delgado, Director of Engineering at Ramp, joins us to explore how innovative data platforms can transform business operations and fuel growth. He shares insights on integrating Apache Airflow, optimizing data workflows and leveraging analytics to enhance customer experiences.
Key Takeaways:
(01:52) Data is the lifeblood of Ramp, touching every vertical in the company.
(03:18) Ramp’s data platform team enables high-velocity scaling through tailored tools.
(05:27) Airflow powers Ramp’s enterprise data warehouse integrations for advanced analytics.
(07:55) Centralizing data in Snowflake simplifies storage and analytics pipelines.
(12:08) Machine learning models at Ramp integrate seamlessly with Airflow for operational excellence.
(14:11) Leveraging Airflow datasets eliminates inefficiencies in DAG dependencies.
(17:22) Platforms evolve from solving narrow business problems to scaling organizationally.
(18:55) ClickHouse enhances Ramp’s OLAP capabilities with 100x performance improvements.
(19:47) Ramp’s OLAP platform improves performance by reducing joins and leveraging ClickHouse.
(21:46) Ryan envisions a lighter-weight, more Python-native future for Airflow.
Resources Mentioned:
https://www.linkedin.com/in/ryan-delgado-69544568/
Ramp -
https://www.linkedin.com/company/ramp/
https://airflow.apache.org/
https://www.snowflake.com/
https://clickhouse.com/
dbt -
https://www.getdbt.com/
Thanks for listening to “The Data Flowcast: Mastering Airflow for Data Engineering & 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
42 episoade
Powering Finance With Advanced Data Solutions at Ramp with Ryan Delgado
The Data Flowcast: Mastering Airflow for Data Engineering & AI
Manage episode 460405709 series 2948506
Data is the backbone of every modern business, but unlocking its full potential requires the right tools and strategies. In this episode, Ryan Delgado, Director of Engineering at Ramp, joins us to explore how innovative data platforms can transform business operations and fuel growth. He shares insights on integrating Apache Airflow, optimizing data workflows and leveraging analytics to enhance customer experiences.
Key Takeaways:
(01:52) Data is the lifeblood of Ramp, touching every vertical in the company.
(03:18) Ramp’s data platform team enables high-velocity scaling through tailored tools.
(05:27) Airflow powers Ramp’s enterprise data warehouse integrations for advanced analytics.
(07:55) Centralizing data in Snowflake simplifies storage and analytics pipelines.
(12:08) Machine learning models at Ramp integrate seamlessly with Airflow for operational excellence.
(14:11) Leveraging Airflow datasets eliminates inefficiencies in DAG dependencies.
(17:22) Platforms evolve from solving narrow business problems to scaling organizationally.
(18:55) ClickHouse enhances Ramp’s OLAP capabilities with 100x performance improvements.
(19:47) Ramp’s OLAP platform improves performance by reducing joins and leveraging ClickHouse.
(21:46) Ryan envisions a lighter-weight, more Python-native future for Airflow.
Resources Mentioned:
https://www.linkedin.com/in/ryan-delgado-69544568/
Ramp -
https://www.linkedin.com/company/ramp/
https://airflow.apache.org/
https://www.snowflake.com/
https://clickhouse.com/
dbt -
https://www.getdbt.com/
Thanks for listening to “The Data Flowcast: Mastering Airflow for Data Engineering & 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
42 episoade
Toate episoadele
×![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Overcoming Airflow Scaling Challenges at Monzo Bank with Jonathan Rainer 43:39
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Orchestrating Analytics and AI Workflows at Telia with Arjun Anandkumar 26:00
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 The Role of Airflow in Finance Transformation at Etraveli Group with Mihir Samant 21:19
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Inside Ford’s Data Transformation: Advanced Orchestration Strategies with Vasantha Kosuri-Marshall 38:54
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Powering Finance With Advanced Data Solutions at Ramp with Ryan Delgado 24:35
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Exploring the Power of Airflow 3 at Astronomer with Amogh Desai 30:24
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Using Airflow To Power Machine Learning Pipelines at Optimove with Vasyl Vasyuta 24:11
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Maximizing Business Impact Through Data at GlossGenius with Katie Bauer 25:49
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Optimizing Large-Scale Deployments at LinkedIn with Rahul Gade 27:47
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 How Uber Manages 1 Million Daily Tasks Using Airflow, with Shobhit Shah and Sumit Maheshwari 28:44
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Building Resilient Data Systems for Modern Enterprises at Astrafy with Andrea Bombino 28:29
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Inside Airflow 3: Redefining Data Engineering with Vikram Koka 30:08
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 Building a Data-Driven HR Platform at 15Five with Guy Dassa 20:25
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 The Intersection of AI and Data Management at Dosu with Devin Stein 20:18
![The Data Flowcast: Mastering Airflow for Data Engineering & AI podcast artwork](/static/images/64pixel.png)
1 AI-Powered Vehicle Automation at Ford Motor Company with Serjesh Sharma 26:11
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