Data Analyst | Data Scientist
I am a solution-driven data professional with a background in healthcare. Throughout my career, my interest in data grew, leading to my transition into data science. I love to apply machine models to explore questions and uncover hidden stories in data. My previous experience taught me to become a creative-minded individual who seeks efficient and concise solutions to problems. Currently, I am seeking potential opportunities where I can provide analytical support.
May 2016 - September 2019
Served as a Quality Assurance analyst for a fast-paced healthcare company with experience in medical chart audits, administrative operations, claims processing, and analytical support.
- Drove a 33% increase in revenue by re-strategizing the allocation of services to maximize patient care and nurses' schedules through the identification of service distribution problems using the company's KPIs and monthly summary reports.
- Boosted patient satisfaction by 10% by developing programs to improve patient care using insights from observed clinical trends and anomalies as program guidelines.
- Established a robust data environment by streamlining data storage into a centralized EHR system, which resulted in improved data accessibility, operation efficiency, and a lift in on-time clinical document submission by 30%.
- Strengthen relationships with six strategic healthcare partners by creating open communication channels, resulting in improved collaboration.
August 2014 - February 2016
- Consistently achieved weekly metric goals set by store management by highlighting target merchandise with strategic promotional approaches, leading to an average of 3-5 credit card sign-ups per shift.
- Assisted in the onboarding process by training new hires in standard operating procedures, optimizing customer satisfaction, and troubleshooting complaints and concerns.
- Supported overall store operations by performing ad hoc tasks as needed by management, ensuring smooth flow of operations.
June 2020 - September 2020
General Assembly
Participated in a full-time immersive Data Science course, completing in-class projects, hackathons, and personal projects focused on real-world applications of data science principles and best practices. Developed a portfolio of individually and collaboratively focused in-class projects and presentations.
September 2015 - June 2017
California State Polytechnic University, Pomona
Achievements: Graduated Summa Cum Laude
GPA: 3.97
August 2011 - June 2015
Chaffey Community College
Achievements: Received Beeks Outstanding Student of Biology Award
GPA: 3.99
- Python (NumPy, pandas, Scipy, scikit-learn,Tensorflow, Keras, Flask)
- SQL (Postgres)
- Data Cleaning
- Exploratory Data Analysis
- Data Visualization (Tableau)
- Supervised Models:Linear & Logistic Regression, Decisin Trees, Random Forest, Gradient Boosting, AdaBoost, SVM, k-NN (k-Nearest Neighbors)
- Unsupervised Models: K-Means, DBSCANS, Dimension Reduction/Principal Component Analysis (PCA)
- Other: Neural Network, Natural Language Processing (NLP), Recommender Systems
- Apache Spark
- Amazon Web Services (AWS)
- Microsoft Office (Word, PowerPoint, Excel)
- Google Suite (Sheets, Docs, Slides)
- Jupyter Notebook
- GitHub