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I write about technology, programming, and my journey as a developer.

From Vectors to Predictions: Linear Algebra in AI & ML

From Vectors to Predictions: Linear Algebra in AI & ML

The machine learning revolution will not be televised: it will be vectorized.- Pete Warden You ask, the AI answers. It's a dialogue as natural as any conversation. One moment you're asking a complex question, the next, a perfectly crafted response a...

Going Visible: Google Gemini API Developer Competition Submission

Going Visible: Google Gemini API Developer Competition Submission

It was the early 2000s, and I was sitting in front of a desktop computer with 512 MB of RAM, running Windows 95. The boxy monitor hummed softly, and the familiar Windows startup sound filled the room. I had Solitaire open, clicking away on the cards,...

Image Compression in S3 Bucket using Lambda, Node.js, and CloudFront

Image Compression in S3 Bucket using Lambda, Node.js, and CloudFront

In today's digital world, images play a crucial role in enhancing user experience on websites and applications. Take the example of Instagram where millions of images are shared by users, it would be impossible to deliver the users a smooth experienc...

Amazon S3 and Presigned URL : The What, Why and How.

Amazon S3 and Presigned URL : The What, Why and How.

Amazon Simple Storage Service (S3) is a highly popular cloud storage solution provided by AWS. S3 provides an object storage service offering industry-leading scalability, data availability, security, and performance. It can have multiple use cases f...

How to clear AWS Solutions Architect — Associate exam?

How to clear AWS Solutions Architect — Associate exam?

Amazon Web Services (AWS) is a leading name in the world of cloud service providers. Big companies like Netflix, NASA, SONY and so many others use AWS to build their system and deliver quality service to the end users. Instagram’s system was based on...

AWS AppSync : A serverless solution for building GraphQL APIs

AWS AppSync : A serverless solution for building GraphQL APIs

AppSync is a serverless solution offered by Amazon Web Services (AWS) Cloud for building GraphQL APIs. Why it is a serverless solution? So traditionally, if one has to develop GraphQL APIs from scratch, one will have to do a lot of manual labour to s...