Perspectives
Latest writing
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Heteroskedasticity in Regression Analysis
Heteroskedasticity is a common issue in regression analysis that affects the validity of statistical inferences. It occurs when the variance of the error terms (residuals) in a regression model is not constant across…
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LLM Inference - Optimizing Latency, Throughput, and Scalability
Deploying Large Language Models (LLMs) for inference is a complex yet rewarding process that requires balancing performance, cost, and scalability. Optimizing and sizing LLM inference systems involves understanding tradeoffs,…
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Can Coding Teach Children Sustainability and Good Values?
Can we teach children good values, like sustainability, through coding? In an increasingly digital world, coding has emerged as a critical skill for the future. It’s often touted not just as a technical tool but as a means to…
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Embracing Transformation
In today’s fast-paced and competitive world, businesses must evolve to stay ahead. There is a profound difference between organizations that focus solely on production or engineering and those that embrace a market- and…
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Leadership, Growth, and the Power of Reflection
Every day, I would take an hour to retreat to my study — a quiet space where I could think, learn, and create. During this time, I would read books, listen to podcast, write down my thoughts in blog, and even look up things I…
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How to Foster Bold Innovation and Cultivate Creativity for Future Success
In today’s fast-paced and hyper-competitive world, innovation is the lifeblood of progress. Companies and individuals alike must continuously push boundaries to stay ahead. The future of innovation lies not just in groundbreaking…
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Amazon SageMaker - Accelerating Machine Learning in the Cloud
Amazon SageMaker is a fully managed machine learning (ML) service from AWS that enables data scientists and developers to build, train, and deploy ML models quickly and efficiently. It eliminates the heavy lifting involved in…
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Amazon Bedrock - Unlocking the Power of Generative AI for Businesses
Generative AI has rapidly become one of the most transformative technologies of our time, enabling businesses to automate content creation, enhance customer experiences, and drive efficiency at scale. However, building and…
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The Psychology of Booms, Busts, and the Hardwired Nature of Followers
The cyclical nature of economic booms and busts is well-documented throughout history. Despite repeated lessons, markets continue to experience periods of irrational exuberance followed by painful corrections. At the heart of…
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Which Observability Tool Should You Choose? Coralogix vs. Dynatrace vs. ELK
As organizations scale their cloud infrastructure, the volume of logs, metrics, and traces generated grows exponentially. Observability platforms help manage this data efficiently, providing insights into system performance,…
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Terragrunt - Simplifying Terraform Management
Terragrunt is a thin wrapper for Terraform that helps manage and reduce complexity in infrastructure-as-code (IaC) workflows. It streamlines Terraform configurations by promoting DRY (Don't Repeat Yourself) principles, enforcing…
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Impact of Donald Trump’s Tariff Policy on the Phillips Curve
The Phillips Curve is one of the most fundamental concepts in macroeconomics, illustrating the inverse relationship between inflation and unemployment. Named after economist A.W. Phillips, this curve has been widely studied,…
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