Anuva Negi

Anuva Negi
MS in Data Science
College of Engineering
Haldwani, Uttarakhand, India

What inspired you to pursue graduate school?
What pushed me toward graduate school was the realization that there is so much more beneath the surface of a standard tech role. I wanted to challenge myself with a higher level of technical depth so I could transition from simply “doing the work” to truly understanding why it matters and how to do it better.

Why did you choose your current program or area of study?
I’ve always been drawn to the idea that data is the ultimate equalizer. In any industry, whoever understands the data holds the power to influence the future. I chose this field because I want to be among those who truly understand data and can translate raw numbers into insights that drive high-level business strategies.

What motivates you on challenging days in graduate school?
I’ve learned that the best way to stay “locked in” is knowing when to step away. On high-pressure days or tight deadlines, I rely on small resets—a quiet cup of coffee, a quick walk to clear my head, or catching up with friends without talking about school. These moments help me reset mentally and return to my work with better focus and perspective.

Please provide a brief description of your research or current project.
I currently work with the Office of Information Technology (OIT), where I analyze high-priority incidents to identify patterns and systemic issues. This data-driven approach helps the department move from reactive troubleshooting to proactive planning. Additionally, I work at the CSE front desk, where I support departmental operations and assist students in navigating their academic requirements.

What impact do you hope your research or work will have?
By identifying the root causes of major technical disruptions at OIT, I hope my analysis provides a roadmap for creating more stable and resilient university systems. I want my work to support better IT planning so technical hurdles do not interfere with student and faculty productivity. Beyond the technical scope, my work at the CSE front desk has strengthened my soft skills—clear communication, conflict resolution, and explaining complex information to diverse audiences. I hope the combined impact of my work helps the department operate more efficiently while ensuring every student feels supported and heard.

What has been your favorite part of your graduate experience so far?
The sense of community. Building relationships with peers who share the same drive and navigating graduate school challenges together has been the most rewarding part of this journey.

What achievement during grad school are you most proud of?
Earning first place in the Data Quest competition hosted by the Data Science Organization (DATA) at UTA. It was a defining moment to see my skills perform under pressure in a competitive setting.

What is the biggest lesson you’ve learned as a graduate student?
Persistence pays off. Consistent effort eventually produces results, even when progress feels slow. The most important thing is continuing to show up and put in the work.

How has your perspective on your field changed since you started your program?
I’ve moved away from viewing data science as purely theoretical or “fancy.” I now see it as a deeply rigorous, practical discipline where precision and logic matter more than hype.

What career path are you hoping to pursue after graduation?
My goal is to launch a career as a Data Scientist focused on predictive modeling and strategy. I am also very interested in Data Analyst roles where I can leverage my technical background to solve real-world business challenges.