View Resume

Linh Quach_

Graduated August 2021

“Data are just summaries of thousands of stories.” — Chip & Dan Heath

Phone: 210-573-4221

Description of my final project

Project Name: Tech Blues- Mental Health in Tech

The goal of this team project was to identify which features in the workplace impacts an employee's mental health and workplace performance. The Scikit-learn models we used were Decision Tree, Random Forest Classifier, XGBoost, Multi-layer Perceptron Classifier and we tuned models with a Grid Search cross validation. Our best model was the Random Forest Classifier with an 86% accuracy score. This beat our baseline model by 23%. We used data science in this project to provide data-driven recommendations to help improve work environments and provide business solutions to increase workplace morale and general quality of life.

Hire me because:

I have the drive to solve analytical problems to create actionable insights. As a life-long learner I enjoyed gaining the skillset needed for data science and I can't wait to continue to add to my skillset.

Complete the following sentence: “In Data Science, I am most passionate about _____________”

investigating hidden relationships in the data and using visualization techniques to tell their story.

Work Location Desired

San Antonio, Texas | Austin, Texas | Remote Opportunities

Please give us three words that describe your best professional qualities.

Analytical, interpersonal, determined

What three words describe the role where you’ll do best?

Professional growth, challenging, and collaborative environment