Quantum Mechanics is the most successful scientific theory of microcosm ever proposed which has completely changed our view of the world. It has completely rejected the objective reality and determinism and embraced the indeterminism and probabilistic nature of underlying microcosm. Explanation of Ultraviolet Catastrophe in Black Body Radiation by Max Planck and of Photoelectric Effect by Albert Einstein on the basis of Quantum Hypothesis triggers the failure of Classical Mechanics and the rise of Quantum Mechanics on the world screen. Einstein, one of the founders of Quantum Mechanics, disliked the loss of determinism in measurement and thought that there should be a local hidden variable theory underlying the Quantum mechanics. But he could not succeed in finding one. Louis deBroglie and David Bohm proposed a hidden variable theory called Pilot Wave theory which was rejected by the contemporary physics community by saying that it only added unnecessary mathematics and also it can’t explain anything else which was not known before. In this paper, author has tried to uncover those local hidden variables pointed out by Albert Einstein. According to this theory, the Universe is being governed by the hidden energy field called Anhadnaad Energy Field (ANEF) which is responsible for its origin, existence and working. Universe is either continuously being created or continuously being destroyed through continuation or discontinuation of Anhadnaad respectively by the Supreme Cosmic Consciousness of the Eternal Existence which is the most Fundamental Reality. Quantum Mechanics is based on the assumption of wave-particle duality of matter as well as radiations. The Pilot Wave theory on the other hand proposed a model in which a real wave physically guides a real particle. While ANEF is based on the assumption that both the guiding waves as well as the particles are real which, unlike Pilot Wave theory, interact with each other in totally different manner in which a wave can’t push a particle directly rather it vibrates the medium (NIRGUNA) which results into induced vibratory as well as translational motion of the particles as per the mathematical equation given in the paper which also explains the Ultraviolet Catastrophe in Black Body Radiation Experiment and Photoelectric Effect without considering the quantum hypothesis.