Raquel Hernandez Email & Phone Number

Los Angeles, CA, US

• Developing and integrating pre-trained NLP models into a platform to process and classify challenge descriptions, utilizing semantic similarity and advanced text classification techniques for precise matchmaking.
• Designing and optimizing a sophisticated recommendation algorithm leveraging collaborative filtering and content-based methods

Los Angeles, California, United States

• Selected from 3000+ applicants for the Break Through Tech AI program at UCLA
• Participated in a 12 month long program including Machine Learning Coursework with Cornell faculty, studio projects with real-world companies, and mentorship from industry professionals
• Utilized supervised learning algorithms such as Linear Regression and Decision Trees, and developed Neural Networks for deep learning tasks. Optimized these models using Keras to solve complex problems in Computer.
• Applied the full machine learning life cycle, including data preparation with Pandas and NumPy, model training with scikit-learn, and evaluation and visualization with Matplotlib to ensure robust, accurate, and.
• Developed and compared Linear Regression and Random Forest Models to predict future bookings using Airbnb NYC listings data, optimized with Grid Search, and selected the Random Forest model, achieving over 80% accuracy.

Los Angeles Metropolitan Area

• Delivered personalized one-on-one support to students requiring extra assistance with academic tasks, enhancing their learning outcomes.
• Collaborated with educators to develop and execute Individualized Education Plans (IEPs) for students with special needs, ensuring tailored educational strategies.
• Participated in professional development workshops focused on special education, staying current with best practices and techniques.
• Actively participated in professional development workshops focused on special education, staying updated with best practices and innovative techniques.