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Real-time Personally Identifiable Information (PII) Redaction Pipeline with S3 + Lambda + Comprehend

2026-02-28T18:45:48+00:00

In my previous article, I demonstrated how to use the Amazon Comprehend console to manually detect and redact Personally Identifiable Information (PII) from text files. While this hands-on method is excellent for learning the fundamentals of PII detection, it’s not practical in real-world, high-volume environments where speed and accuracy are essential. In such scenarios, organizations need more than just a simple, one-time approach—they require a robust, fully automated pipeline that sanitizes sensitive data as soon as it enters the system, without the need for manual intervention. This article will walk you through the creation of an automated workflow that solves [...]

Real-time Personally Identifiable Information (PII) Redaction Pipeline with S3 + Lambda + Comprehend2026-02-28T18:45:48+00:00

GitHub Marketplace

2026-02-20T05:59:54+00:00

GitHub Marketplace Cheat Sheet GitHub Marketplace is a platform where developers can discover, purchase, and integrate tools that extend GitHub's functionality. It allows app creators to list their GitHub Apps and Actions for developers to use or purchase, reaching millions of GitHub users directly within their workflow.   Key Concepts Term Definition GitHub App Preferred app type with fine-grained permissions and short-lived tokens. Can act on behalf of users or independently. OAuth App Older app type that can only act on behalf of a user. GitHub Apps are generally preferred. Listing The public page for your app on Marketplace, including [...]

GitHub Marketplace2026-02-20T05:59:54+00:00

How I Built My First RAG API with FastAPI, Free & Local

2026-02-12T17:21:42+00:00

I've always been curious about how AI-powered tools actually work behind the scenes. How does ChatGPT know when to search the web? How do enterprise chatbots answer questions about company documents they've never "seen" before? The answer is RAG, and building one myslef turned out to be more accessible than I expected. This article documents my experience and a hands-on tutorial that walks you through creating your very first AI API. I'm sharing the context that they don't they teach you, the "why" behind each tool, and adjustments What makes this guide different: Beginner-friendly explanations of every buzzword and tool [...]

How I Built My First RAG API with FastAPI, Free & Local2026-02-12T17:21:42+00:00

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js

2025-07-04T15:11:02+00:00

  These days, it feels like there’s an AI chatbot for everything. Need help with homework? Stuck on a coding problem? Want to research a random topic? These virtual assistants can answer just about any general question you throw at them. They’re becoming our go-to partners for learning, creating, and problem-solving. But have you ever wanted a chatbot that doesn't just give generic answers but understands and responds with information specific to your needs? What if you could build your own AI chatbot, even as a beginner? Thanks to modern tools like the Google Gemini API and Next.js, you don’t [...]

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js2025-07-04T15:11:02+00:00

Understanding Your API: The API-verse

2024-11-20T10:40:35+00:00

In this blog, I will guide you through understanding the various types of APIs. You'll learn about different API classifications you can use for your next project and when to implement each one. This high-level overview of API varieties will expand your knowledge and help you become well-versed in how each API functions. What is an API? (Application Programming Interface) An API or Application Programming Interface acts as a bridge between different software allowing them to communicate, share data, and functionalities effortlessly. Think of it this way: Imagine a customer, a waiter, and the kitchen. The waiter acts as the [...]

Understanding Your API: The API-verse2024-11-20T10:40:35+00:00

How to Land a Job in Cloud Computing from Non-Tech Role

2025-08-29T02:47:13+00:00

If you're interested in pursuing a career in cloud computing but lack a technical background, don't fret. Simply put, cloud computing involves the delivery of computing services over the internet, such as storage, processing power, and applications. In this article, we'll delve into some essential aspects of cloud computing that you should be aware of to improve your chances of landing a cloud-related job, even without prior technical experience. 3 Things You Need To Have To Land a Job in Cloud Computing 1. IT Fundamentals Cloud computing can be overwhelming for non-technical people, which is why you should first establish [...]

How to Land a Job in Cloud Computing from Non-Tech Role2025-08-29T02:47:13+00:00

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