Data Analysis Social Media

Mebae Komuro

763-***-****, *********@*****.***,

http://linkedin.com/in/may-komuro-738ba01a0

PROFESSIONAL PROFILE

Possesses a strong foundation in data analysis, statistical modeling, and data visualization. Experienced in marketing and HR consulting, leveraging data-driven insights for strategic decision-making and process optimization. Proficient in data analysis, statistical modeling, data visualization, and effective communication with stakeholders. SKILLS

Technical: SQL, Python, R, Tableau, Excel

Soft: CRM Software, Analytical thinking, Problem-Solving, Decision Making, Leadership, Effective communication, Teamwork, BilingualProficiency (Japanese and English), Marketing Strategy and Social Media Marketing PROJECTS

Michelin Restaurants Project - (Click here)

Conducted a detailed data analysis to identify factors influencing Michelin star awards, focusing on correlations between Michelin stars and features like chef names, cuisine types, price ranges, and geographical distribution.

Data Processing and Cleaning: Handled missing values, encoded categorical variables, and ensured data integrity.

Exploratory Data Analysis: Visualized distributions using count plots, box plots, and bar charts to explore relationships.

Statistical Analysis: Performed correlation analysis and Chi-square tests to determine significant factors affecting Michelin star awards.

House Prices Forecasting Project

Harnessed advancements in predictive modeling to simplify real estate market analysis and inform stakeholder decisions. Focused on data preprocessing, exploratory data analysis, and feature engineering to build accurate regression models.

Developed a predictive model using Python and machine learning, improving forecast accuracy by 20%.

Employed XGBoost and Random Forest Regression to identify key factors influencing house prices.

Created a GUI for users to input preferences and receive estimated sale prices based on top predictors. EDUCATION

Loyola University Chicago, Quinlan School of Business August 2024 Master of Science, Business Data Analytics in progress, Dean's Merit Scholarship Relevant Coursework: Managerial Statistics, Investment Management, Forecasting Methods, Machine Learning, Data Mining, Data Visualization, Project Management

University of Minnesota May 2022

Bachelor of Science, Business and Marketing Education, Dean’s List, GPA: 3.7 BUSINESS EXPERIENCE

Human Resource Consultant 2022- Present

Bond Consultants

Assisting with the recruitment process, including job postings and scheduling interviews for over 60 positions.

Utilized Customer Relationship Management (CRM) software to manage client and candidate interactions, streamline recruitment processes, and enhance client relationships.

Trained and mentored two junior team members, providing guidance, support to develop their skills and ensure team objectives were met..

Marketing Assistant 2022

Concordia Language Village

Successfully enhanced engagement on various social media platforms, increasing followers by 40% and interactions by creative and targeted marketing strategies.

Created and curated content that resonated with the target audience, resulting in a 90% increase in social media reach and a 95% boost in post interactions.

Monitored social media trends and competitor activities to identify opportunities for improvement. LEADERSHIP and VOLUNTEER EXPERIENCE

Leadership Academy 2019

Equipped with leadership skills through workshops, mentoring, and personal development, including self-awareness, teambuilding, critical thinking, and emotional intelligence.

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