Anemone Kasasbeh (PhD)
Apalachin,USA
Summary
- Lead Data Scientist at United Health Services Hospitals, Inc.
- Ph.D. in Industrial Engineering with focus on Data Science and Artificial Intelligence applications to Improve Healthcare Outcomes
- Recognized one of the Top 25 Women in AI in Healthcare by RE.WORK
- Excellent teaching skills - four years of experience as an Instructor and Teaching Assistant at Binghamton University, University of Wyoming, and Jordan University of Science and Technology.
- Epic Cognitive Computing and Cogito Certified Analyst- BI Developer
- Machine Learning, Prediction Modeling, Simulation and Analyzing Big data ( 6+ years of experience in the domain)
- Member of the “Alpha Pi Mu Industrial Engineering Honor Society” for the Academic Excellence
- Programming Languages: R, Python, and SQL. Expert in Data Visualization using Tableau
- Published many papers in the data science in healthcare
Overview
12
12
years of professional experience
1
1
Certification
Work History
Lead Data Scientist
United Health Services Hospitals
01.2020 - Current
- Applications of different machine learning techniques (clustering analysis, pattern recognition, feature selection, decision tree learning, artificial neural networks, etc.). And their real-world advantages and drawbacks.
- Designs and implements advanced machine learning and deep learning models, including meta-ensembles, transformers, and generative AI, for predictive analytics and decision intelligence.
- Expert in Python, R, and SQL for large-scale data processing, feature engineering, and model optimization.
- Deep learning architectures (CNNs, RNNs, transformers) for anomaly detection, time-series forecasting, and pattern recognition.
- Developing meta-learning and ensemble methods (stacking, boosting, bagging) to enhance model robustness and generalization.
- Building scalable data pipelines and AI-driven systems for automated insights, and continuous model monitoring.
- Applications in Natural Language Processing (NLP), including sentiment analysis, text classification, and large language model fine-tuning.
- Query databases and perform statistical analysis. Work on creating Data Marts and Data Architectures.
- Creating simulation models for decision support of complex scenarios.
- Created graphs and charts detailing data analysis results.
- Applied feature selection algorithms to predict potential outcomes.
- Assisted with the development of grant proposals for funding research projects.
Strategy and Performance Analyst
UHS
10.2018 - 12.2019
- Coordinate with functional teams to implement a statistical model, and monitor performance and strategic impact.
- Utilized statistical methods such as regression analysis, hypothesis testing. in order to uncover insights from data sets.
- Conducted research on industry best practices for benchmarking purposes.
- Conducted record searches and coordinated with other units on procedural problems involving complex cases.
- Patient safety models (development, performance, and monitoring)
- Work with stakeholders throughout the organization to identify opportunities that will best serve the organization's business case and will be aligned with the organization's goals.
- Develop solutions and recommend better systems, procedures, tools, or methodologies as needed.
- Assisted in developing new KPIs based on changing market conditions or organizational needs.
Graduate Assistant
Binghamton University
06.2017 - 06.2018
- Scheduled and maintained regular office hours to meet with students.
- Assisted in coordinating programming and initiatives to support inclusion and engagement.
- Held Help Session and Weekly Support Classes
- Evaluated and graded examinations, assignments or papers and recorded grades.
- Prepared instructional materials such as slideshows, handouts or online resources.
- Evaluated student performance through grading tests, papers or other assessments.
- Tutored students requiring extra help and gave additional practice work to help improve concept understanding.
Graduate Teaching Assistant
University of Wyoming
Laramie, WY
08.2014 - 06.2016
Site Engineer
Ministry of Public Works and Housing
, Jordan
07.2013 - 07.2014
- Supervised construction project of building Health Center in Al-Hosun city
Education
Ph.D. - Industrial Engineering
State University of New York at Binghamton
05.2023
Master of Science - Civil Engineering
University of Wyoming
06.2016
Bachelor’s Degree - Civil Engineering
Jordan University of Science and Technology
04.2013
Skills
- Advanced Data Mining
- Machine Learning
- Prediction Modeling
- Simulation
- Analyzing Big Data
- Programming Languages: R, Python, SQL
- Data Visualization using Tableau
- Big data analytics
- Feature engineering
- Ensemble methods
- Natural language processing
- Deep learning
- Time series analysis
Certification
- Epic Cognitive Computing and Cogito Certified Analyst- BI Developer
- Lean Six Sigma Black Belt certified by the State University of New York at Binghamton
Engineering Research
Research Assistant, University of Wyoming, Wyoming, USA, 01/01/15, 05/31/16
Activities
- Top 25 Women in AI in Healthcare by RE.WORK
- Honor Society Student at the Alpha Pi Mu Industrial Engineering Honor Society at Binghamton University Chapter for the Academic Excellence
- Master Degree Full Grant Scholarship, University of Wyoming.
- Ranked one of the top 10% among 2013 class graduates in Civil Engineering Department at Jordan University of Science and Technology
- An undergraduate honor student
Timeline
Lead Data Scientist
United Health Services Hospitals
01.2020 - Current
Strategy and Performance Analyst
UHS
10.2018 - 12.2019
Graduate Assistant
Binghamton University
06.2017 - 06.2018
Graduate Teaching Assistant
University of Wyoming
08.2014 - 06.2016
Site Engineer
Ministry of Public Works and Housing
07.2013 - 07.2014
Ph.D. - Industrial Engineering
State University of New York at Binghamton
Master of Science - Civil Engineering
University of Wyoming
Bachelor’s Degree - Civil Engineering
Jordan University of Science and Technology
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