Swadha Gupta is a dedicated and skilled researcher, currently working as Data Scientist at Shiratech Knowtion GmbH, Karlsruhe, Germany. She has completed her Phd degree from Thapar Institute of Engineering and Technology, India, in the field of Computer Science and Engineering. Before embarking on her doctoral journey, she completed her Master of Engineering in Computer Science and Engineering from Chandigarh University (2013-2015) and her Bachelor of Technology from Shri Mata Devi University (2009-2013). Before joining her Ph.D. program, Swadha served as an Assistant Professor at the Model Institute of Engineering and Technology in Jammu, India (2016-2018), where she imparted knowledge in core computer science subjects and engaged students in various research [...] research interests include Machine Learning, Deep Learning, and Statistical Analysis. Swadha has demonstrated her technical proficiency through skills in Python, various machine learning libraries, and CNN models.