Data Scientist & Statistician

Iowa State University Senior

Passionate about extracting insights from complex data through advanced statistical analysis, machine learning, and research methodologies. Experienced in developing scalable solutions for real-world problems.

3.93 GPA
5+ Programming Languages
2024 Dean's List
View Projects Connect
Srika Raja

Technical Expertise

Comprehensive skill set in statistical analysis, programming, and data science tools

Programming Languages

R Python Java SAS SQL

Data Science & Analytics

Statistical Analysis Machine Learning Data Visualization Principal Component Analysis Research Methods Linear Algebra

Tools & Software

GitHub JMP Tidyverse Tidycensus Google Cloud Microsoft Office Google Workspace
3.93
Current GPA - Dean's List 2022-Present

Professional Experience

Research, internship, and leadership experience in data science and education

Undergraduate Researcher

ISU Department of Statistics Ames, IA May 2024 - August 2024

Worked under Dr. Somak Dutta developing an innovative R package for Principal Component Analysis on large sparse genetic datasets.

  • Implemented Lanczos Algorithm of singular value decomposition
  • Optimized algorithms to utilize sparsity properties without storing full matrices
  • Enhanced computational performance for genetic data analysis

Data Science Intern

ISU Extension and Outreach Ames, IA May 2023 - July 2023

Developed a comprehensive web application for the Farm, Food and Enterprise Development to help rural grocery store owners optimize location selection and profit estimation.

  • Analyzed data from USDA, ACS, and BLS for market insights
  • Utilized R packages including tidyverse and tidycensus
  • Collaborated with team of 4 using GitHub for project management
  • Created documentation website for project tracking and reference

Tutor & SI Leader

ISU Academic Success Center Ames, IA February 2023 - May 2024

Led academic support initiatives for mathematics courses with proven student success outcomes.

  • Tutored Calculus II with 90% of students showing grade improvement
  • Facilitated supplemental instruction for Applied Trigonometry (10-15 students)
  • Built collaborative learning groups promoting teamwork
  • Developed problem-solving strategies for complex mathematical concepts

DIS Team Leader

Iowa State University Ames, IA August 2023

Facilitated freshman transition and community building through campus orientation programs.

  • Guided campus exploration and event navigation for new students
  • Collaborated with team leaders to foster community connections
  • Mentored students in academic and social integration

Mathematics & Science Tutor

Logigram Academy Chennai, India November 2017 - July 2022

Provided educational support to underserved students, focusing on STEM subjects.

  • Tutored Math and Science for middle and high school students
  • Mentored first-generation students from economically disadvantaged backgrounds
  • Developed personalized learning strategies for academic progression

Featured Projects

Innovative solutions in data science, statistical computing, and educational technology

Sparse Matrix PCA R Package

Developed a cutting-edge R package for Principal Component Analysis on large sparse genetic datasets using advanced linear algebra techniques, eliminating the need for full matrix storage.

R Programming Linear Algebra Lanczos Algorithm Genetic Data Statistical Computing
View Repository

Rural Grocery Store Analytics Platform

Comprehensive web application analyzing USDA, ACS, and BLS data to help rural grocery store owners optimize location selection and estimate profitability based on market competition and expenses.

R Shiny Data Analytics Tidyverse Tidycensus Business Intelligence
View Project

"Hey this is Srika" Educational Channel

Educational YouTube platform providing comprehensive tutorials and academic guidance for high school students, focusing on complex topics and exam preparation strategies.

Content Creation Educational Technology Video Production Student Mentoring
Visit Channel

Academic Excellence

Distinguished academic record in Statistics and Data Science

Iowa State University

Bachelor of Science, Statistics and Data Science
August 2022 - December 2025 Ames, IA
3.93

Current GPA | Dean's List 2022-Present | Top 2% of LAS Freshmen Spring 2023

Core Statistics & Data Science

Statistical Methods Machine Learning Data Visualization Research Methods Database Systems

Mathematics & Programming

Linear Algebra Calculus R Programming Data Structures Applied Trigonometry

Awards & Recognition

Academic achievements and honors recognizing excellence in statistics and leadership

Dean's List

Iowa State University
2022 - Present
Consistent academic excellence with GPA above 3.5, maintaining top 2% status among Liberal Arts and Sciences students.

SAT India Top Performer

College Board
2022
Recognition for achieving a score of 1300 or higher on the SAT, placing among top performers in India.

CBSE Merit Scholar

Central Board of Secondary Education
2020
Top 0.1% of successful candidates nationwide in Mathematics and Tamil, recognizing outstanding academic performance.

Top 2% LAS Freshman

Iowa State University
Spring 2023
Recognized for exceptional academic performance among all Liberal Arts and Sciences freshmen students.