Blog Posts

Building a TUI break-time reminder for Hyprland

I just built a small TUI app to help me take breaks while working, to reduce RSI risk and eye strain.

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Dockerized FastAPI template with Celery and Redis for Asynchronous Task Management

While I was working on an application that required handling of long asynchronous tasks, I was talking to a mentor of mine who asked me how I was going to handle the user experience while those tasks were being processed in the background. I hadn’t really thought about it much, so he suggested that I look into using Celery with Redis as a message broker to manage those tasks asynchronously, allowing the main application to remain responsive.

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Narrative Reconstruction, Stitching Together the Full Story Using LLMs

If you follow news online, especially from sources like Online Khabar, you know the drill. A big story, a political investigation, a natural disaster, a major development project, doesn’t fit in one article. Instead, it unfolds over days, weeks or months in separate reports: “New Witness in Case,” “Committee Grills Official,” “Court Hearing Postponed.” As a reader, it’s frustrating. You’re left with puzzle pieces scattered across time, trying to remember who said what, when it happened, and how it all connects.

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Automated Fact Checking using LLMs and SERP

In today’s digital age, misinformation spreads rapidly, making it crucial to verify facts quickly and accurately. Leveraging Large Language Models (LLMs) and Search Engine Results Pages (SERP) APIs, we can automate the fact-checking process. Here’s a step-by-step guide on how to implement this.

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MLP based CNN for Classification

Perceptrons are the foundational elements of artificial neural networks, inspired by the biological neuron. Developed by Frank Rosenblatt in the late 1950s, they represent one of the earliest models of machine learning capable of learning from data.

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Trying out 3D in the Web

I wanted to try out 3D design for the web. I utilized Spline, a powerful tool that simplifies the process of creating and integrating 3D models into web applications.

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Photographs

Photographs are incredible things that allow us to freeze fleeting moments and preserve memories with stunning clarity or a blurry chaotic snapshot. A single photograph can capture emotions, tell a story, or transport us back in time to relive an experience. Whether it’s a breathtaking landscape, a spontaneous smile, or a significant event, cameras give us the power to document life as it unfolds.

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