Gina Santana

Data Scientist Python Programmer

602-***-**** adi96b@r.postjobfree.com /gina-santana /gina-santana TECHNICAL SKILLS

Python: Pandas, Numpy, SciPy, SciKit-Learn, Matplotlib, pygame, openCV Data Science: Bootstrapping, Hypothesis Testing, A/B Testing, Statistical Modeling Machine Learning: Linear/Logistic Regression, kNN, Random Forests, Recurrent Neural Nets, Convolutional Neural Networks, NLP, PCA, LDA, TensorFlow, Keras

Big Data:AWS, Spark/PySpark, Spark SQL

Other:SQL, Docker, MongoDB, TensorFlow, Flask, Power BI PROJECTS

A Helping Hand: An AI American Sign Language (ASL) Interpreter [GitHub Link] [Video Presentation Link] Data Scientist

● Created real-time ASL translator using multi-class image classification CNN model

● Achieved 97.21% accuracy with similar precision and recall

● Worked on several models, one of which included transfer learning (Xception model)

● Methods and packages used: Python, TensorFlow, Keras, Image processing/image classification, TensorFlow, Pygame, SciKit-Learn, Matplotlib, Numpy, OpenCV E.P.I.C. - Early Parkinson’s Image Classification [GitHub Link] Data Scientist

● Built two Convolutional Neural Networks that can classify hand-drawn images of spiral and waves with 80% and 90% accuracy respectively to improve efficiency and accuracy of diagnosis for Parkinson’s Disease

● Challenges addressed: using data augmentation techniques to work with the very few (72 training, 30 testing) images in the dataset

● Methods and packages used: Python, TensorFlow, Keras, Image processing/Image classification, Matplotlib, Numpy, SciKit-Learn

WORK EXPERIENCE

TriCore Reference Laboratories/Rhodes Group Clinical Research Fellow

● Presented to and collaborated with members of the C-suite to provide informed, clinical research

● Developed a Power BI dashboard for Rhodes’ CMS HCC product used by health plans nationally

● Collaborated and engaged with pathologists and subject matter experts to strengthen clinical credibility of TriCore/Rhodes products and services

● Prepared manuscripts for publication in peer-reviewed journals and presented research at peer-reviewed, national scientific meetings with thousands of pharmacists in attendance Chandler-Gilbert Community College Science Tutor

● Facilitated student learning in the topics of general chemistry and organic chemistry EDUCATION

Data Science Immersive Program Galvanize, Inc.

Doctor of Pharmacy Midwestern University - Glendale, AZ B.S. Neuroscience & Cognitive Science University of Arizona - Tucson, AZ

● Emphasis in Learning and Memory