Arya Hatamian
Irvine,CA
Overview
1
1
year of professional experience
Work History
Student Researcher
UCLA Computer Science
06.2024 - 10.2024
- Conducted research focusing on machine learning, artificial intelligence, and data analysis
- Gained extensive knowledge of classification and regression algorithms, and how machine learning models develop functions to maximize prediction accuracy
- Learned about the three types of machine learning: supervised learning, unsupervised learning, and reinforcement learning
- Acquired proficiency in performance metrics such as accuracy, precision, recall, and F1 score
- Developed hands-on expertise with neural networks, logistic regression, linear regression, decision trees, random forests, perceptron, knn, and clustering algorithms for predictive modeling
- Learned the full end-to-end workflow of machine learning, including data preprocessing, model development, and evaluation
- Utilized the scikit-learn library to implement train-test splits and efficiently develop machine learning models
- Studied algorithm runtimes, using Big O, Big Omega, and Big Theta to analyze performance based on the processes involved
- Explored various data structures and algorithms for solving complex problems and performing data analytics
- Led research to explore the correlation between effect size and model performance, as well as effect size and data sufficiency, aiming to develop a pre-hoc approach for predicting model reliability and determining optimal sample size for effective training.
Product Marketing Intern
ECI Software Solutions
06.2023 - 09.2023
- During my time as a Product Marketing Intern at ECI Solutions, I gained extensive experience in various facets of product marketing for SaaS solultions
- Conducted in-depth competitive analysis to understand market trends and competitor strategies
- Developed comprehensive battlecards that equipped the sales team with key insights and selling strategies
- Actively contributed to a critical 3-year strategic plan, shaping the company's future direction and growth
- Engaged daily in collaborative meetings with Product Managers, Marketers, Sales Representatives, and Executives, contributing valuable insights and ideas
- Created engaging product videos highlighting underused features, enhancing product visibility and user engagement
- Performed churn analysis to identify patterns and develop strategies to enhance customer retention
- Learned innovative ways to leverage AI for marketing strategies and operational efficiency
Education
Bachelor of Science - Business Management With Minor in Data Science
University of California, Riverside
Riverside, CA05.2025
High School Diploma -
Santa Margarita Catholic High School
Rancho Santa Margarita, CA05.2021
Skills
Beginner to Intermediate Python
Machine Learning
AI
Fundamentals of SQL
Data Visualization with Tableau
Prompt Engineering
Microsoft Excel
Market Analysis
Content Creation
Industry-Specific Software Expertise
Strategic Planning
Cross-functional Teamwork
Activities and Honors
- Dean’s List (SMCHS), Kept a greater than 3.5 GPA all four years in high school
- Student-Athlete Award (SMCHS)
- Played Competitive Soccer at Academy and Varsity Levels All 4 years
- Offensive Player of the Year, 2021 (SMCHS)
- Trinity League All First-Team, 2021
- Volunteer, Second Harvest
- Camp Counselor, Laguna Niguel Parks and Rec
Coursework
- AI Fundamentals for Non-Data Scientists (an online non-credit course authorized by University of Pennsylvania) Certificate: https://coursera.org/verify/CM4VU5AU2S9U
- CS50's Introduction to Artificial Intelligence with Python 2020 (Harvard University Division of Continuing Education via YouTube)
Timeline
Student Researcher
UCLA Computer Science
06.2024 - 10.2024
Product Marketing Intern
ECI Software Solutions
06.2023 - 09.2023
Bachelor of Science - Business Management With Minor in Data Science
University of California, Riverside
High School Diploma -
Santa Margarita Catholic High School