("The data may speak, but it is the storyteller who gives it a voice and meaning.")
Data analysis is the process of examining, cleaning, transforming, and interpreting data to uncover meaningful patterns, insights, and trends. It helps in making informed decisions, solving problems, and understanding the relationships within the data
Data visualization is the graphical representation of data using charts, graphs, and other visual elements. It simplifies complex data and makes it easier to understand, allowing patterns and trends to be quickly identified.
(Session Initiation Protocol)
Session Initiation Protocol (SIP) is a communication protocol used for establishing, maintaining, and terminating real-time sessions, such as voice and video calls, instant messaging, and multimedia conferences, over IP networks. SIP is an application-layer protocol that operates on top of the Transport Layer Protocol (usually UDP or TCP) and is widely used for Voice over IP (VoIP) and other real-time communication services.

SIP FLOW DIAGRAM
Let's walk through a basic example of setting up a SIP communication using Kamailio, Asterisk, Docker, and softphone
Automate almost Everything

web development, data analysis, artificial intelligence, automation, scientific computing, and more
a swift developemnt,testing, deploying, and releaseing and do it again
LeetCode,Advent of Code
OffcieChat..

This is a evolving repository , It is written using python Fastapi and Vujs , you will get it at