Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Languages
Timeline
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Roxane Rasolomanana

Los Angeles,CA

Summary

Machine Learning Engineer with a Master’s in Business Analytics and expertise in developing data-driven solutions to optimize business outcomes. Skilled in machine learning algorithms, big data processing, and advanced analytics. Proven track record of improving predictive models and delivering actionable insights using Python, R, SQL, and AWS.

Overview

2
2
years of professional experience

Work History

Commercial Real Estate Intern

Project Destined
Newport Beach, CA
01.2024 - 05.2024
  • Analyzed property finances, calculated ROI, and cash flow projections.
  • Created promotional content for attracting renters and homebuyers.
  • Compiled multi-source reports into concise summaries.
  • Examined economic indicators like interest rates and employment in real estate.
  • Developed presentations on project progress for internal and investor reviews.

Data Science Intern

TrueData Analytics
Carlsbad, CA
01.2023 - 02.2024
  • Streamlined data processing efficiency through the establishment and optimization of a big data processing pipeline using Spark and AWS.
  • Enhanced data retrieval and analysis by organizing data into well-structured formats, using SQL.
  • Improved predictive accuracy of customer reviews by training and validating machine learning models using NLP.

Instructional Student Assistant

San Diego State University
San Diego, CA
08.2022 - 12.2022
  • Conducted in-depth research on content pertinent to the course.
  • Offered tutoring and assistance in various Economics courses, such as Principles and Intermediate Macroeconomics, Microeconomics, Statistical Methods, International Trade, and Introduction to Econometrics. Utilized strong communication skills.

Education

Master of Science - Business Analytics

California State Polytechnic University, Pomona
Pomona, California
08.2024

Bachelor of Arts - Economics

San Diego State University
San Diego
12-2022

Skills

  • Python
  • R
  • SQL
  • PyTorch
  • TensorFlow
  • Scikit-learn
  • Keras
  • AWS
  • Snowflake
  • MongoDB
  • Tableau
  • Matplotlib
  • Seaborn
  • NLTK
  • SpaCy
  • TF-IDF
  • VADER
  • BERT

Accomplishments

  • 1st place in Avanade Hackathon 2024
  • 1st place in Market Research & Property Analysis competition Project Destined Spring 2024
  • 3rd place in the Valuation and Deal Financing competition Project Destined Spring 2024

Languages

French
Native/ Bilingual
English
Native/ Bilingual
Spanish
Limited

Timeline

Commercial Real Estate Intern

Project Destined
01.2024 - 05.2024

Data Science Intern

TrueData Analytics
01.2023 - 02.2024

Instructional Student Assistant

San Diego State University
08.2022 - 12.2022

Master of Science - Business Analytics

California State Polytechnic University, Pomona

Bachelor of Arts - Economics

San Diego State University

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Roxane Rasolomanana