Image enhancement techniques, 1-2 months, To develop a program to enhance a user selected image according to user's choices comprising various basic image processing techniques, Python (Spyder), Developed a program that enhances a particular image that satisfies a User, 2019-2020 Audio processing, 1-2 months, Altering audio file playback speed and sound quality, Python (Spyder), Signal Processing in the field of media playback, enhanced sound quality and increase/decrease playback speed., 2020-2021 Noise removal in modulated signals, 1-2 months, To get a better voice signal without any noise, Python (Spyder), Removal of a random noise from the demodulated signal and the increase and decrease of frequency are acknowledged., 2021-2022 Multi-User Hybrid Beamforming Relying on Learning Aided Link-Adaptation for mm-Wave Systems, 2-3 months, To propose a Hybrid Beamforming (HBF) model for multi-user millimeter-wave systems, dynamically allocating antenna elements based on user distance to enhance beamforming gain and optimize data rates using learning-based link adaptation, MATLAB, Python (Spyder), The proposed transmitter architecture optimizes beamforming and RF chain allocation while using ML-aided link adaptation to enhance data rates and maintain the desired BER, outperforming traditional SNR-based methods., 2021-2022