Kiran Kumar

@DevItachi

GEN AI

India, gunupurJoined March 2024

About

Deep Learning GEN AI

Available for

I am a student at giet and I am an enthusiast to research around machine learning and Gen AI.

Kiran Kumar's blogs

Untitled PublicationDLwithKiran.dev7 posts

Articles Comments

Recently published

KKKiran Kumardlwithkiran.devOct 12, 2025 · 4 min read

Flash Attention

This Blog is about Flash attention. This is an optimized way to build an transformers Previously we are working on Dot product attention which containing the complexity of O(N^2). Which is a quardatic complexity. To overcome the complexity constrain...

0

KKKiran Kumardlwithkiran.devOct 11, 2025 · 4 min read

One Token to Fool LLM-as-a-Judge

exposes a major vulnerability in how large language models 1. Problem Background Modern AI training often uses LLMs as judges — meaning, instead of humans evaluating model answers, another LLM gives a score (reward).Example: “Given a question, a mod...

0

KKKiran Kumardlwithkiran.devJul 9, 2025 · 4 min read

PCA : A Tale of Brainrot Dimensions

Introduction : → PCA stands for Principal Component Analysis. The idea of the PCA to reduce the dimensionality by introducing the Principal Components which aren’t correlated with each other.→ The technique is used to get High variance possible. → H...

0

KKKiran Kumardlwithkiran.devMar 13, 2025 · 2 min read

Markov Decision Process ( RL )

What is MDP ? The Markov Decision Process (MDP) is a mathematical framework used for modelling the decision making problems where the outcomes are partly random and controllable. Before that some entities you have to know : Agent : A reinforcement l...

0

KKKiran Kumardlwithkiran.devMar 5, 2025 · 4 min read

Flutter Quick-Guide (For Beginners)

Comprehensive Flutter Guide: A Scholarly Approach to Cross-Platform Development 1. Introduction to Flutter Defining Flutter Flutter is an advanced, open-source UI framework developed by Google, enabling the construction of natively compiled applicat...

0

Kiran Kumar

About

Available for

Kiran Kumar's blogs

Recently published

Flash Attention

One Token to Fool LLM-as-a-Judge

PCA : A Tale of Brainrot Dimensions

Markov Decision Process ( RL )

Flutter Quick-Guide (For Beginners)

Search Hashnode

Kiran Kumar

About

Available for

Kiran Kumar's blogs

Recently published

Flash Attention

One Token to Fool LLM-as-a-Judge

PCA : A Tale of Brainrot Dimensions

Markov Decision Process ( RL )

Flutter Quick-Guide (For Beginners)