Perspectives
Latest writing
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Navigating Uncertainty in Digital Transformation
In today's fast-paced and ever-changing business landscape, digital transformation is not just a trend—it's a necessity. However, embarking on a digital transformation journey…
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The Soft Skills to Drive Change
In today's rapidly evolving business landscape, the ability to manage change effectively is more critical than ever. While the technical aspects of change management often take…
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Migrating from AWS RDS to Aurora
Migrating databases is a critical task for any organization looking to enhance performance, scalability, and cost-efficiency. AWS Aurora offers significant benefits over…
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The Age of AI - Insights on the Future of Artificial Intelligence
Artificial Intelligence (AI) has rapidly evolved from a niche academic discipline into a powerful force reshaping industries and societies. As AI continues to advance, several…
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Enhancing Team Learning with AI-Powered Customer Insights
In today's rapidly evolving business landscape, understanding customer behavior and preferences is crucial for success. To gain this understanding, many companies are turning to…
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A Leader’s Blueprint for Renewing Motivation and Driving Innovation
In today's fast-paced business environment, even the most experienced teams can fall into a rut, leading to stagnation and declining performance. As a leader, it’s crucial to…
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KEDA - Kubernetes Event-driven Autoscaling
As cloud-native applications continue to evolve, scaling infrastructure efficiently and cost-effectively has become increasingly crucial. Kubernetes has been a key player in…
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Enforcing Kubernetes Policies with Gatekeeper
In the rapidly evolving world of cloud-native environments, maintaining security and compliance is paramount. Kubernetes, the leading container orchestration platform, provides…
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Migrating my blog from Gatsby to Astro
In the ever-evolving world of web development, selecting the right tools for your project is crucial. My journey began with Gatsby, a popular static site generator, but as my…
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An Overview of Reinforcement Learning
Reinforcement Learning (RL) is a fascinating and rapidly evolving area of machine learning, where an artificial agent learns to make decisions by interacting with an environment…
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Reflection on Leadership Tension - The Expert vs. The Learner
As a Solution Architect at Thought Machine, I often face a leadership challenge: balancing my established expertise with the need to keep learning. This is especially important…
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A Guide to Kubernetes Backup and Disaster Recovery
In the world of Kubernetes, ensuring the availability and integrity of data is crucial for maintaining seamless operations and achieving business continuity. As organizations…
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