I'm Aayush Acharya, an MS CS student at Temple University and a Computer Engineer alumni of IOE, Pulchowk Campus. My goal is to provide a meaningful contribution through research to the software engineering community. Currently, having worked on ML for a healthcare management system, I am now putting my focus on core software engineering and backend development in Rara Labs, especially in Go. I also undertook the role of a Research Intern in NAAMII. There I worked on building a Nepali automatic speech recognition using Wav2Vec 2.0, for learning the speech representations in a low resource setting and MURIL, a BERT model pretrained on indic languages, as a classification model in my final year project thesis supervised by Bishesh Khanal, Ph.D. as a research intern at NAAMII. I was also a Beta member of the Microsoft Student Learn Ambassador (MLSA). As MLSAs, we serve as the community leaders, organizing workshops, hands-on training and educational seminars aided by Microsoft community experts. I also served as a member of Engineering Youth Network, Amnesty International Nepal. We strive to raise our voice against injustice and condemn human rights violations.