Writing
Long-form notes on AI, machine learning, statistics, systems, and the ideas I am currently trying to understand.
GPU Racks and NV Switches
internal communication of a MoE model
Rethinking Real-Time AI Interactions
How continuous multimodal models can replace turn-based conversation systems
MoE Parallelism
how modern AI models split the work
How batch size affects token cost and speed
batch sizes, empty seats, and the economics of speed
KV Cache
Everything comes at a cost
Speculative Decoding
understanding how AIs learned to write faster
What's a Roofline Model?
notes on a visual performance model
Everyday Entropy
see how small rituals help us bring order to all the chaos around us
Ambuja Cement
They don't make ads like this anymore...
Thinkin Park
where ideas go for a walk
Minority Report : Special Edition
a small peek is all you need to see the whole picture
I Don't Want to Do Nothing
On productivity culture, information overload, and why our brains need space to just exist
A Mysterious Dream
The Mystery of Dreams and the Architecture of Time
A Literal Silver Lining
an explainer on recent surge of silver prices
Can You Just Walk Through Walls?
a nobel prize winners explanation
Discovered Focus, 69k pieces of paper
random late night draft
What if the Light wasn't the Problem?
a question that led to theory of relativity
2025 Wrapped
A recap of the movies, books, music, and ideas I loved in 2025
A Simple Idea behind World Models
we've never experienced reality, it was just what our brains thought would happen
Notes to Myself
some advices for future me
Behind Video Call Glitches #2
the technique that let's you facetime your partner
Behind Video Call Glitches
unraveling the technology behind Video Calls
1729
remembering maths on birth anniversary of Ramanujan
Notes on Coursera building learning tools
Goal Understanding the process of implementing AI Evals with the case of Coursera 1. Scaling Automation 1.1. Pre-Framework Challenges Fragmented offline jobs in spreadsheets Human Labeling…
Attending Transformers.
I had the rough idea of transformers architecture from the famous Attention is all you need paper, which took everything by storm, because AI has existed for many decades now but until now…
Blockchain Explained
The Basics: Blockchain Structure and Nodes Blockchain is a decentralized system where transaction records (in blocks) are stored across a distributed network of computers (nodes). The…
Markov Chain Monte Carlo (MCMC) - No BS
Have been reading this article for a while now and it's a great read, thus taking my own notes to understand it better. What is Markov Chain Monte Carlo (MCMC)? To put it simply, it's a…
MCP
This are my notes on Model Context Protocol (MCP) maintained by Apic. Models are as good as the context given to them. What is MCP? It's an open protocol that enables seamless integration…
Decoding LLMs
LLMs are impressive of course, but their mysterious black box nature still remains unknown about how things are happening the way they are. We are just aware that this architecture is being…
Quantum Computers
This is the second post of Quantum Computers Series, if you haven't already, please check out my first post on computers. Let's get started! Post 1 Enter the Quantum Computer! ✨ Quantum…
What's a Computer, Anyway.
This is the first post in the series of Quantum Computer, to understand what Quantum computers are, we first need to understand what's a computer, actually? What Even Is a Computer? 🤔…
Central Limit Theorem
Have you ever participated in a poll? or any process that may have collected data that represents you and also from other variety of people. Today’s topic will explain intution behind…
Slowly Changing Dimensions
SCDs are dimensions that change over time, these changes are not very frequent. For example the price of the product, the change will usually happen because of the inflation. Types of SCDs…