This page contains all projects, notes, and random blogs that I have written. You can give suggestions for the website and the content here
-
Brains and AI
The primary motivation for AI stems from our brains. How has our research in cognitive science shaped the modern AI systems?
-
Machine Learning Systems
Few keypoints from the amazing book at mlsysbook.ai and other important papers in the field.
-
AI Agents
Everyone is talking about agents. But what is an agent? Is it just a buzzword being thrown around? This article talks deeply about this issue along with the technical ideas associated.
-
Reinforcement Learning Theory
A deep dive of the basic RL theory and how we used them in modern ML systems.
-
Data Systems for Machine Learning
Prompting ChatGPT is not enough. To build large-scale AI systems, it is imperative to understand how to design the proper systems to optimize all the computations. The following blog is a deep-dive into system/data design for Machine Learning frameworks.
-
Statistical Natural Language Processing
Enter the world of Natural Language Processing.
-
Large Language Model Reasoning
A survey of papers to better understand the workings of Large Language Models.
-
Design and Analysis of Algorithms
A collection of ideas for design algorithms and analyzing them.
-
Tabletop Manipulation Algorithms
-
Evaluating interactions in music