I am writing to offer my heartfelt recommendation for Arian Shamei. Having had the privilege of working alongside Arian for five years since the beginning of his PhD journey, I can wholeheartedly attest to his remarkable skills, dedication, innovative thinking, and deep understanding of research. Arian's expertise in speech processing and utilizing deep learning to classify speech in various neurological states has been groundbreaking. His research, focusing on understanding speech in different neurological states, has brought significant advancements to our field. One of Arian's standout qualities is his extensive knowledge of relevant literature, enabling him to ask thought-provoking and essential research questions. This skill has led to many insightful discoveries and allowed him to guide his projects with wisdom and foresight. Leading many collaborative projects, Arian has displayed an incredible ability to coordinate and inspire his team, resulting in impressive research outcomes, including conference presentations and journal article publications. His ability to learn rapidly, work independently, and communicate effectively has fostered a smooth and efficient work environment, allowing both him and his team to excel. Arian's blend of intellectual curiosity, leadership, technical prowess, and scholarly acumen makes him an exceptional candidate for any position in speech processing and machine learning. His contributions to our lab have been invaluable, and I have no doubt that he will continue to thrive and make significant contributions wherever his career takes him.

I am writing to offer my heartfelt recommendation for Arian Shamei. Having had the privilege of working alongside Arian for five years since the beginning of his PhD journey, I can wholeheartedly attest to his remarkable skills, dedication, innovative thinking, and deep understanding of research. Arian's expertise in speech processing and utilizing deep learning to classify speech in various neurological states has been groundbreaking. His research, focusing on understanding speech in different neurological states, has brought significant advancements to our field. One of Arian's standout qualities is his extensive knowledge of relevant literature, enabling him to ask thought-provoking and essential research questions. This skill has led to many insightful discoveries and allowed him to guide his projects with wisdom and foresight. Leading many collaborative projects, Arian has displayed an incredible ability to coordinate and inspire his team, resulting in impressive research outcomes, including conference presentations and journal article publications. His ability to learn rapidly, work independently, and communicate effectively has fostered a smooth and efficient work environment, allowing both him and his team to excel. Arian's blend of intellectual curiosity, leadership, technical prowess, and scholarly acumen makes him an exceptional candidate for any position in speech processing and machine learning. His contributions to our lab have been invaluable, and I have no doubt that he will continue to thrive and make significant contributions wherever his career takes him.

I am writing to offer my heartfelt recommendation for Arian Shamei. Having had the privilege of working alongside Arian for five years since the beginning of his PhD journey, I can wholeheartedly attest to his remarkable skills, dedication, innovative thinking, and deep understanding of research. Arian's expertise in speech processing and utilizing deep learning to classify speech in various neurological states has been groundbreaking. His research, focusing on understanding speech in different neurological states, has brought significant advancements to our field. One of Arian's standout qualities is his extensive knowledge of relevant literature, enabling him to ask thought-provoking and essential research questions. This skill has led to many insightful discoveries and allowed him to guide his projects with wisdom and foresight. Leading many collaborative projects, Arian has displayed an incredible ability to coordinate and inspire his team, resulting in impressive research outcomes, including conference presentations and journal article publications. His ability to learn rapidly, work independently, and communicate effectively has fostered a smooth and efficient work environment, allowing both him and his team to excel. Arian's blend of intellectual curiosity, leadership, technical prowess, and scholarly acumen makes him an exceptional candidate for any position in speech processing and machine learning. His contributions to our lab have been invaluable, and I have no doubt that he will continue to thrive and make significant contributions wherever his career takes him.