Arshiya Gupta

Year in School
Sophomore

Major
Computer Science

Research Interests

Research Mentor
Professor Elahe Soltanaghais

Research/Engagement Experience
Over the past semester, I have been deeply engaged in a research project centered around Ultra-Wideband (UWB) radar technology, working closely with Professor Elahe Soltanaghai. Our primary objective has been to design and implement a robust signal processing algorithm capable of effectively cleaning the data gathered by the UWB radar system. This research journey has involved several crucial stages. Initially, I acquired a comprehensive understanding of UWB radar principles, delving into its underlying concepts and mechanics. This foundation facilitated the subsequent phases of the project, where I actively participated in data collection, exercising the radar system to gather relevant information. Upon obtaining the data, a significant portion of my effort was directed towards data cleaning. This process entailed identifying and mitigating various types of noise, and inconsistencies that could distort the accuracy of the collected information. By systematically addressing these challenges, I ensured that the dataset used for further analysis and algorithm development was of the highest quality. Looking ahead, I am excited to continue collaborating with Professor Elahe Soltanaghai to further refine and optimize the signal processing algorithm. I am confident that our ongoing efforts will lead to the creation of a powerful tool that can significantly enhance the quality and reliability of UWB radar data, opening up new avenues for exploration and innovation in this dynamic field.

Interests
Artificial intelligence and machine learning, data and information systems, theory and algorithms

Project Title
In-Cabin Sensing

How did I get interested in Computer Science?
My first encounter with Computer Science was during my junior year in high school when I had opted into CS as an exploratory subject. I started learning about Computer Science on a whim while trying to get more involved in the student organizations and events that my new high school had to offer. In the process of learning, I discovered I not only liked the logical and mathematical intricacies of CS but also could consider pursuing it as my full-time career.

What social interests matter to me?
Getting girls and women equitable access to quality education and healthcare services is the most important social cause to me. Especially within the STEM fields where women were regularly prevented from being able to shatter the glass ceiling and achieve what their male counterparts do, and I envision a society with no segregation based on sex.

What is my most impactful college experience?
My most impactful college experience was meeting women in STEM through various student organizations such as Women in CS and Girls Who Code during the start of my freshman year. It was interesting to find a community of women who shared similar interests, and I enjoyed meeting people from so many different backgrounds.

These are a few of my favorite things!
Good music and good coffee.

Research Description
My research is focused on in-cabin sensing, a signal-processing-based simulative sensing technique that holds immense potential for a wide range of applications. Specifically, I am working on detecting vital signs, such as heart rate and respiration (HR/RR), of individuals within a confined vehicular space using a compact Ultra-Wide Band (UWB) radar system. Additionally, our goal is to employ sensors to determine whether the individuals inside are exhibiting signs of life. In collaboration with my research group, we are striving to develop a sophisticated signal processing algorithm. This algorithm plays a crucial role in ensuring that the collected data is clean and devoid of noise. The ultimate objective is to obtain clear and reliable results from this algorithm, which can then serve as a foundation for more significant developments and applications in various fields, including healthcare and autonomous vehicles.

Biography
I am Arshiya Gupta, a sophomore studying Computer Science; also wishing to pursue a minor in statistics. I am an International Space Settlement Design Challenge (ISSDC) qualifier and am curious about researching new problems that we encounter now and then and finding viable solutions to solve them. Most of the research projects that I have undertaken previously were related to aerospace and the integration of tech in aerospace. I have just started on my CS journey and am curious to explore more. Increasing diversity and inclusion in computing and STEM-based fields is very important to me and I have been involved with several RSOs on campus which promote the same, such as Women in Computer Science (WCS), Girls Who Code (GWC), Society of Women Engineers (SWE). In the upcoming semesters, I wish to learn not just to code, but to create and make an impact in the high-tech world while also accomplishing my goal of empowering girls.