ayushrudani.com

Ayush Rudani

Undefined, but never null. tagline

Frontend:
React
Next.js
TypeScript
TailwindCSS
SCSS
ShadCN UI
Zustand
SWR
React Hook Form
Javascript runtime:
Node.js
Express.js
Bun
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Edge runtime (Vercel)
Worker
Backend:
Express.js
Fastapi
Flask
Go
Java
Spring Boot
Django
Tools & Platform:
MacOS
Linux
Windows
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GitHub
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Asana
The Power of Tool Calling in Large Language Models

The Power of Tool Calling in Large Language Models

ai

llm

tool-calling

function-calling

ai-agents

vercel-ai-sdk

agents

google-search

web-search

Explore how LLMs can interact with the real world by calling external tools and functions, unlocking new capabilities and applications

December 8, 2024

Docker Multistage Builds

Docker Multistage Builds

devops

docker

dockerfiles

containers

multistage-build

builder

multi stage dockerfile

docker image

containerization

Learn how to use Docker multistage builds to create significantly smaller, more secure, and efficient container images.

October 27, 2024

Mastering Decision Trees

Mastering Decision Trees

decision-tree

machine-learning

supervised-learning

classification

regression

id3

cart-algorithm

gini-index

entropy

information-gain

tree-pruning

overfitting

An in-depth exploration of Decision Tree algorithms, covering core concepts, implementation, evaluation, and best practices for classification and regression.

April 4, 2023

Naive Bayes Classifiers - Explained From Probability Theory to Machine Learning Implementation

Naive Bayes Classifiers - Explained From Probability Theory to Machine Learning Implementation

machine-learning

naive-bayes

probability

classification

text-classification

ml-algorithms

bayesian-statistics

A comprehensive guide to understanding and implementing Naive Bayes classifiers.

March 12, 2023

My Kubernetes Notes

My Kubernetes Notes

devops

kubernetes

kubectl

port-forwarding

sealed-secrets

helm

security

Concise notes covering Kubernetes essentials, including fundamentals, port-forwarding, and sealed secrets.

February 12, 2023

My Docker Notes

My Docker Notes

docker

dockerfile

devops

docker beginner

docker basics

docker volume

docker networking

docker cheat sheet

docker notes

Essential Docker commands for container management, networking, and volumes.

January 29, 2023

How to Transfer Files Between a Remote Server and Your Local Machine

How to Transfer Files Between a Remote Server and Your Local Machine

ssh

file-transfer

scp

sftp

rsync

sysadmin

terminal-commands

Secure file transfer guide using SCP, SFTP, and Rsync for remote server to local machine transfers.

October 24, 2021