Open to opportunities

Stephany Murillo Munoz

@stephanymurillomunoz

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Chiropractic Assistant and emerging machine learning professional focused on real-time predictive systems.

United States

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What I'm looking for

I’m looking for a role where I can apply machine learning and data engineering to build real-time, measurable systems—collaborating with a supportive team that values clean pipelines, strong model performance, and continuous learning.

I’m a Computer Science graduate student at California State University, Fullerton, with an M.S. focused on Neural Networks, Deep Learning, Reinforcement Learning, and advanced algorithms. With a strong academic record (GPA: 3.82), I translate technical curiosity into practical, measurable outcomes.

In my projects, I build end-to-end machine learning systems. For Fraud Detector, I created a real-time streaming pipeline using Apache Spark, Apache Kafka, and Hadoop HDFS, then trained and compared Gradient Boosted Trees, Logistic Regression, and Random Forest models to select the best performer.

I’ve also developed multimodal approaches for healthcare prediction. For Multimodal Deep Learning for Chest Disease Detection, I compared Logistic Regression, SVM, KNN, and Random Forests, and designed a multimodal fusion method that combines tabular clinical features with image embeddings—evaluating performance with accuracy, precision, recall, and F1-score.

Outside of tech, I bring a hands-on, people-centered work style as a Chiropractic Assistant and a former Big 5 Sporting Goods Manager. I’m bilingual in English and Spanish, and I’m motivated by clear communication, operational reliability, and using data to guide progress.

Experience

Work history, roles, and key accomplishments

Current

Chiropractic Assistant

Current

Sports and Family Chiropractic

Dec 2021 - Present (4 years 6 months)

Collected and recorded patient data including vitals, balance tests, and foot scan results to support diagnosis and track progress. Operated ProBalance360 and Hydraulic Hand Dynamometer systems and assisted with scheduling and billing to keep daily operations running smoothly.

Vitals Monitoring Foot Scan Support ProBalance360 Hydraulic Hand Dynamometer Scheduling Billing

Manager

Big 5 Sporting Goods

Aug 2020 - Dec 2021 (1 year 4 months)

Trained and supervised staff to maintain efficient store operations and strong customer service. Resolved product and inventory issues to improve customer satisfaction, and promoted reward programs while coordinating team communication across departments.

Staff Supervision Customer Service Retail Operations Training Inventory Issue Resolution Coordination

Education

Degrees, certifications, and relevant coursework

California State University, Fullerton

Master of Science, Computer Science

2024 -

Grade: GPA: 3.82

Activities and societies: Relevant coursework: Neural Networks, Deep Learning & Reinforcement Learning, Advanced Software Management, Advanced Algorithms, Computational Bioinformatics, Statistics Applied to Natural Sciences. Data Science & ML Club (DSML).

Pursuing an M.S. in Computer Science with a GPA of 3.82. Coursework includes Neural Networks, Deep Learning, and Reinforcement Learning.

University of California, Irvine

Bachelor of Arts, Psychology

2016 - 2020

Grade: GPA: 3.20

Activities and societies: Projects: Fraud Detector (CPSC 585) using Apache Spark, Apache Kafka, and Hadoop HDFS; Multimodal Deep Learning for Chest Disease Detection (CPSC 483) comparing ML models and multimodal fusion with clinical and image data.

Earned a B.A. in Psychology with a GPA of 3.20. Completed related course projects in machine learning and predictive modeling.