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Rammohan Thirupasur

Oracle Hybrid Cloud Leader & Architect - - Multi-Cloud Certified - Blockchain Certified - Design Thinking Certified

Rammohan Thirupasur is a highly accomplished Senior Solution Architect Leader and Client Technical Advisor at Oracle specializing in bridging business goals with innovative technological solutions. With over 17 years of experience in IT, including Delivery and People Management, Rammohan excels in Oracle Cloud Managed Services Delivery at IBM. He is part of a selective group of Oracle Cloud Solution Architects designing solutions for IBM's global clients, focusing on maximizing business and IT value through Oracle technologies. Rammohan is adept at articulating deal strategies, communicating with senior executives, and driving business and technology transformation strategies. His key strengths lie in building trust with senior management, understanding business objectives, and exceptional communication skills.

Highlights

Aug 19 · linkedin

Hub & Spoke Model for Data Engineering leaders

Soon Heng TAN 🇸🇬 ᴰᵃᵗᵃ ᔆᵗʳᵃᵗᵉᵍᶦˢᵗ as promised my write-up in continuation of our discussion the other day .

Data Engineering leaders face a critical challenge: creating a data environment that is both agile and secure. Balancing control and flexibility in a hub-and-spoke data model is paramount.

🛡️ How do we achieve this? By empowering business users while safeguarding the enterprise's data assets!

Here are my thoughts that will help to strike this equilibrium:

1️⃣ Data Mesh Architecture

🕸️Decentralize data ownership by empowering business domains to own their data! This fosters agility while establishing a centralized governance framework. Think Federated Governance! 🔄

2️⃣ "Data as a Product" Mindset

Treat data like a product with clear ownership, consumers, and value propositions. Create a catalog of available data products for easy discovery and consumption. Also , establish processes for data product development, deployment, and retirement. 🔄

3️⃣ Think "Data Quality as a Service"

Define standards and metrics for data quality. Implement Self-Service Data Quality Tools to empower data teams in monitoring and enhancing data quality! 📈

4️⃣ Data "Secure By Design" (SbyD) 🔐My favorite!

Embed security into the data engineering process from the ground up. I strongly recommend to implement robust DLP measures to protect sensitive data. Adopt a Zero Trust Architecture for data security—trust no one! 🛡️

5️⃣ Create a "Data Marketplace"

🛒Build a platform for data teams to share and monetize their data products. Establish a framework for assessing data value, ensuring compliance with regulations and policies.

Last but not the least ,

6️⃣ Data Observability 👀Continuously monitor data pipelines, quality, and usage. Identify and address data issues proactively to maintain integrity and performance.

Let’s embrace the future of Data Engineering!

@Soon Heng TAN 🇸🇬 ᴰᵃᵗᵃ ᔆᵗʳᵃᵗᵉᵍᶦˢᵗ - Let me know what you think ?

#DataEngineering #Agility #DataSecurity #DataMesh #DataQuality #DataMarketplace #ZeroTrust #DataObservability

Rammohan Thirupasur
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Location

Bangalore Urban, Karnataka, India