Welcome to My Posts

 
My summary of the “Career Advice in AI” Lecture
4 min
ml
I finally had time to watch the AI Career Advice lesson by Andrew Ng and Laurence Moroney. It was a great lesson for me as I’m about to graduate from my MSc and am ready to…
Dec 20, 2025

Pytorch Geometric Basics: How Message Passing Works
8 min
ml
I’m working with GNNs for my MSc thesis and naturally chose PyTorch Geometric (PyG), one of the most popular libraries in the field. While PyG is incredibly easy to use, I…
Oct 18, 2025

Academic Writing Notes: Paragraphs Development and Sentence Skills
9 min
academy
Do you remember the times you read an article/paper and you couldn’t understand what the author wanted to say even though you know the underlying concepts? Even the most…
Oct 13, 2025

Test-Time Compute, Reasoning and Human Brain
5 min
ml
llm
I have lots of things to do, but I’ve suddenly been struck by inspiration, and since the well-known work-avoidance mechanism has kicked in, I’m going to write down my…
Feb 7, 2025

BERT: Encoder Stack Is All You Need
5 min
ml
In this article, I will talk about the BERT model and I will add sources to learn more about the BERT. To understand how BERT works, you need to understand how transformer…
Jun 24, 2021

Transformer Architecture: How Transformer Models Work?
8 min
ml
Before Transformers, RNNs with attention mechanisms were state-of-the-art approaches to language modeling and neural machine translation. But RNNs have a very critical…
Feb 20, 2021

Attention mechanism and how it works on neural machine translation
3 min
ml
In neural machine translation, we aim to find a sentence y that maximizes probability of y given source sentence x. We basically find \(argmax_y \, p(y|x)\). Before…
Dec 13, 2020

Things you need to know about Docker to get started
10 min
devops
mlops
software
Some useful commands and concepts to use Docker!
Nov 8, 2020
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