Aspiring Data Analyst

Transitioning from a career in Inventory Management and seeking a full-time role in the field of data analytics. Took a company from mass ordering and little sale with around 35% overstocking to an efficient supply position for all stocks in demand through Inventory analysis, leading to about 50% reduction in overstocking.

Technical Skills: Python, SQL, Tableau, Spreadsheet, Statistics, Machine Learning, and Modeling

Projects

Factors impacting Employee Retention Rate Discovery with Random Forest Learning Model

Developed a machine learning model to identify qualities of employees who are most likely to leave the company using Python. This data-driven approach led to better understanding of why employees are leaving the company at such a rate and what factors to consider in order to prevent it. The proposed method provides a learning model with the ability to detect employees in the company with good potential of leaving the company with an 86% F1 score, while also providing insights on how to prevent such a situation in the first place.

Random forest importance

Analyzing qualities that makes good Taxi tippers with XGB Classifier

Publication

Used Python to create a classifier that identifies if a customer would be a good tipper for a Taxi Cab driver. Analyzing distance, cost of fares, and amount of passengers, we found the biggest impact on tipping was the distance and cost of fare dollar for dollar. Creating a machine learning model for predicting which customers will leave good tips, then creating an algorithm allows us to provide Taxi drivers with an extra tool to maximize their revenue on the road.

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Work Experience

Inventory Management and Data Entry / Woodson Lumber (December 2023 - Present)

Redeveloped ordering inventory to minimize extensive holds on products with Data Analysis leading to an over 50% reduction in over stocking
Maintained track records of drivers’ activity while implementing proficiency methods to cut down on time required for tasks.

Fiber Sales Agent / MetroNet (December 2021 - December 2023)

Recognized to break the sale record for a first-time agent’s first month sale number in the first month.
Increased district fiber sale by 30% by analyzing and reaching out to neighborhoods with the worst overrall internet package, customer experience, and product experience.

Education

Google ADVANCED Data Analytics Professional Certificate- An extensive seven-month job-ready Google Career Certificate training. Demonstrated hands-on experience with advanced Data Analytics practices and tools, including data science workflows, Python programming and Tableau. Confidence in exploratory data analysis; statistical data analysis; regression analysis and data modeling, and machine learning basics.
Google Business Intelligence Professional Certificate- Currently Attending
Blinn College - Finance Currently Enrolled