Ella Wileman

Athens, GA ***** • ad3uc0@r.postjobfree.com • 470-***-****

https://www.linkedin.com/in/ella-wileman-73919627a/ • https://github.com/ecw70574/ EDUCATION

University of Georgia, Morehead Honors College Athens, GA Bachelor of Science in Data Science, Bachelor of Science in Statistics Bachelor of Science in Computer Science, Area of Emphasis in Artificial Intelligence Expected: May 2026 GPA: 4.00/4.00

Relevant Courses: Software Development, Discrete Mathematics for CSCI, Systems Programming, Data Structures, Introduction to Theory of Computing, Programming and Data Literacy using R, Applied Regression Analysis, Experimental Design, Data Science I, Computing Ethics and Society, Introduction to Computing and Programming, Linear Algebra, Honors Calculus III, Honors Applied Statistics Wheeler High School, Center for Advanced Studies in STEM Roswell, GA Rank: 10/600 GPA: 4.73/5.00 SAT: 1530 May 2022

WORK EXPERIENCE

Windham Brannon & SHOAR Health Atlanta, GA

Data Science & Robotic Process Automation (RPA) Intern May 2023-Present

• Perform data cleaning, queries/merges, and regression analysis on PHI pertaining to revenue cycle management (RCM). Leverage Power BI, Python, and R Studio to perform exploratory statistical analysis and create interactive data visualizations for client-facing deliverables. Investigated factors affecting collection rate of small balance claims to use as baseline for volume and dollars touched by claim status bots.

• Use RPA to engineer bots carrying out repetitive tasks such as 835 conversions and file relocation. Integrate data visualization with RPA to design methodology to automatically refresh data in visualizations of HR metrics. Shadow RPA architects and revenue cycle management

(RCM) SMEs to apply data science in healthcare. Prepare presentations to educate CPAs/CEOs/CFOs on tools such as Power BI and RPA. University of Georgia Department of Statistics Athens, GA Student Assistant & Tutor Jan 2022-Present

• Worked individually with students enrolled in Programming and Data Literacy Using R (STAT 2360) to strengthen their knowledge of R programming language in application-based questions regarding data cleaning, regression analysis, probability distributions, complex data visualizations, and writing functions. Briefed professor on student progress and weaknesses to improve the overall structure of the course.

• Assisted with individual assessment preparation and concept reinforcement, especially by customizing sessions to specific learning types. Kennesaw State University School of Data Science and Analytics Kennesaw, GA Data Analytics & Research Intern Jan 2022-May 2022

• Gained experience in building unique data sets by gathering qualified observations from various government data sources.

• Completed different methods of univariate/bivariate statistical testing based on the variable type and constraints of observations and achieved supervised multivariate (logistic/linear) modeling using R Studio. Selected reduced models based on model performance metrics.

• Learned the overarching statistical modeling process for applications in other disciplines. Used standard formatting for statistical reports

• Research: Studied the relationship between sex education in the American school system and the future implications in the physical health of students. Created a graphical user interface (GUI) to allow users to input information about demographics and specified state policies, outputting information about the probabilities of health issues such as STD’s and teenage pregnancies. Mathnasium Tutoring Center Roswell, GA

Peer Tutor Sept 2020-April 2021

• Combined number theory with Mathnasium teaching strategies, aiding students K-12 with mathematical concepts in small groups. Catered to individualized learning styles/strengths based on repeated sessions with regular students. Assisted in PSAT/SAT preparation courses. CAMPUS & COMMUNITY INVOLVEMENT

Member, Women in Cybersecurity Dec 2023-Present

• Organization aiming to build technical cybersecurity skills to advance women in the cybersecurity field to ensure gender diversity. Member, Women in Technology, National Member Sept 2023-Present

• Organization aiming to foster professional development of female students in technology industry by providing leadership opportunities. Member, Alpha Lambda Delta Academic Honors Society, University of Georgia Chapter July 2023-Present Member, Association for Computing Machinery (ACM), University of Georgia Chapter Jan 2023-Present

• Student-organized association to cultivate computer science community, foster interviewing skills, and open-source projects. Student Member, American Statistical Association, Georgia Chapter Sept 2022-Present

• Organization for students, faculty, and industry members to provide opportunities in the statistical field. SKILLS

Technical: R Studio/Shiny, Java/JavaFX, Automation Anywhere 360, Power BI, Microsoft Excel, API integration, C Programming Language and system calls, Python data visualization and supervised machine learning, LaTeX Software, Unix OS, inheritance, OOP, multivariate regression variable selection, Git, Emacs, Visual Studio Code, Eclipse IDE, software testing/debugging, error handling, HIPAA compliance, ADTs, Maven Interpersonal: Detail-oriented, creative, dedicated, collaborative, adaptable, organized, attentive learner, resourceful HONORS, AWARDS, & CERTIFICATIONS

Automation Anywhere Business Analyst May 2023

Automation Anywhere Citizen Developer May 2023

Presidential Scholar Fall 2022, Spring 2023, Fall 2023 Georgia Statistics Day 1st Place Student Poster Presentation 2022 UGA Charter Scholarship 2022

UGA Certificate of Merit 2021

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