Tech Professional Specializing in Full-Stack Development, Data Analytics, and Machine Learning
Kathy Bailey Hines
786-562-7070 | klbailey.k@gmail.com
Green Valley, AZ 85614
Summary
Tech enthusiast with a strong foundation in Python, data analytics, and machine learning. I am committed to continuous learning and professional growth, with aspirations to excel in roles across full-stack development, data analytics, or machine learning. I aim to leverage my skills and contribute to the evolving landscape of technology.
Skills and Certifications
- JavaScript, HTML, CSS
- SQL (Sqlite and MySQL)
- Python
- Flask
- Django
- Excel
- Tableau
- Scikit-learn
- Colab Notebook
- Matplotlib
- Seaborn
- Machine Learning-Supervised
- SQL for Data Science Certification
- Google Data Analytics Certification
- Excel Basics for Data Analysis
- Salesforce Certified Associate Certification
- Databricks Fundamentals Certification
- AWS Certified AI Practitioner
Educational Projects
- WALMART DATASET, Domain: Demand Forecasting-Machine Learning - July 2024
- Developed a predictive model using Gradient Boosting Regressor
- Achieved 4.79% MAPE
- Conducted exploratory data analysis, feature selection, scaling, and hyperparameter tuning
- HEART FAILURE PREDICTION, Domain: Healthcare and Medical Research-Machine Learning - July 2024
- Developed a predictive model using Random Forest Classifier to identify patients at risk of heart failure
- Achieved 90.00% accuracy, 92.86% precision, 76.47% recall, and 83.87% F1 Score
- Conducted exploratory data analysis, feature selection, scaling, and hyperparameter tuning
- Provided actionable insights to enhance preventive care and improve patient outcomes
- DJANGO BLOG - March 2024
- Utilized Python Django to capture user details via form submission with login/registration/blog pages
- Developed a dynamic blogging platform to enhance user interaction
- Designed and implemented a user-friendly login and registration system
- Ensured secure data input through validation techniques
- Created a vibrant news feed with seamless post creation prompts
- Experimented with audio integration for enhanced user experience
- FLASK BLOG - February 2024
- Utilized Python Flask to capture user details via form submission with login/registration pages
- Developed a seamless application storing user details and enabling post creation
- Implemented a dynamic newsfeed and efficient user authentication
- Provided a warm welcome message upon successful authentication and easy post creation
- REACT CONTACT LIST - November 2023
- Utilized JavaScript React and Context to develop a front-end application
- Created, edited, and deleted contacts within the application
- Utilized Postman to test the API endpoints
- Implemented {useParams} for the first time, enhancing functionality
Work Experience
- FLOOD UNDERWRITER I
- Assurant – Scottsdale, AZ March 2016 - March 2017
- Evaluate risks to determine whether risk is rated correctly
- Analyze and research/collect pertinent information needed to issue a policy
- Responsible for rerating risk to meet company and federal NFIP guidelines
- CUSTOMER DEVELOPMENT TEAM
- GoDaddy - Scottsdale, AZ October 2012 - May 2015
- Part of an inside team focused on consulting with and growing the business success of small business customers
- Assist customers leverage the power of the internet to expand their online presence and business success
- Consultations with customers creating business recommendations and strategies
Education
- Advanced Data Analytics – Skillspire 2024
- Full Stack Development Python – Skillspire 2024
- BSBA – Hawaii Pacific University – Computer Information Systems and Management2003