Sonam Singh is serving as an Assistant Professor in the Computer Science and Engineering Department at NIRMA University.She has earned her Master’s degree in Mathematics and Computing with a focus on Artificial Intelligence (AI) and Machine Learning (ML), under the guidance of renowned experts in the field. Her academic journey demonstrated a strong dedication to mastering AI and ML, supported by a solid foundation in mathematics and computing principles. Significant projects included developing neural machine translation models to enhance text translation accuracy and efficiency through deep learning techniques, showcasing her expertise in neural networks and sequence-to-sequence models. She also worked on various Machine learning Projects.