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Deep dives into ML architectures and thoughts on culture, art, and everything in between.
You can still become a senior engineer in vibe coding era
How you can run Minimax-2.5 and GLM-5 in Claude Code
I tried to understand Kimi K2.5 from First Principles.
The Harness is the Product
agent security might be a thing!
Understanding KL Divergence in Diffusion Generative Models and Beyond
Initial thoughts on Llama 4 - Hype?
Transfer Learning 101
Why Generative Modelling is so Hard?
A brief overview of generative modelling and its challenges.
AI 101 - Bridging the Gap
Deepseek-v3 101
Introduction to Deep RL
A beginner's guide to Reinforcement Learning using the story of Ayanokoji from Classroom of the Elite.
Qwen2.5-Omni 101
My ML Internship Interview Experience at an US-based Startup (Selected)
Sharing my experience of the ML internship interview process at a US-based startup, including the challenges faced and how I overcame them.
Python GIL - Global Interpreter Lock
SigLIP Paper - hola sigmoid!
CNN from Scratch with pure Mathematical Intuition
A comprehensive guide to understanding Convolutional Neural Networks (CNNs) from the ground up.