The Fermi Paradox encapsulates the apparent contradiction between the high probability of extraterrestrial civilizations existing in the vastness of the universe and the absence of any confirmed contact with them. Named after physicist Enrico Fermi, who famously queried, "Where is everybody?" during a discussion about the possibility of intelligent life beyond Earth, the paradox raises perplexing questions about the silence of the cosmos. Despite the billions of potentially habitable planets in our galaxy alone, and the billions of years for advanced civilizations to arise, we have yet to detect any clear signs of extraterrestrial life. Numerous hypotheses attempt to explain this paradox, ranging from the limitations of our technology and the vast distances between stars to the possibility that advanced civilizations face existential challenges or deliberately avoid contact.