Ramin Sabbagh Email & Phone Number

San Francisco Bay Area

San Francisco Bay Area

New York, United States

- Developed advanced machine learning model (XGBoost) to perform survival analysis and calculate mortality risk based on variables related to client’s health, prescriptions, medical claims, and driving record- Achieved comparable performance to the current production candidate model, Cox Proportional Hazard, while achieving ~10x faster training time.

- Data Analytics and Process Control in Semiconductor Manufacturing- Statistical Quality and Process Control and Design

- Semiconductor Manufacturing, Fault Detection and Diagnostics - Feature Extraction and Feature Selection in Signal Processing - Big Data Analytics, Supervised and Unsupervised Learning - Data/Information Management Methods for Industrial 4.0 Data

- Data Analytics in Semiconductor Manufacturing- Programming & Engineering Computational Methods- Time-Series Analysis

Austin, Texas Area

- Developed a tree-structured data organization method for industrial big data implemented via growing self-organizing maps enabling over 10x faster search speed compare to exhaustive methods.- Developed an optical critical dimension metrology method for large-area nanostructure arrays with complex patterns by formulating inverse problem methods coupled.

Austin, Texas Metropolitan Area

- Programming & Engineering Computational Methods, Using MATLAB Software - Statistical Quality and Process Control and Design in Manufacturing

San Marcos, Texas Area

- Semantic Text Mining, Digital Machine Learning, Statistical Learning, Data Analytics in R- Supervised Learning, Classification Algorithms, NLP- Techniques: Naive Bayes, K-Nearest Neighbors, Support Vector Machine, Random Forest- Developed Vocabulary Thesaurus Using Simple Knowledge Organization System (SKOS) - Unsupervised Learning, K-means Clustering.

Tehran Province, Iran

- Statistical Quality Control- Project Control- Automation

Tabriz, Iran

- Computer-Aided Design / Computer-Aided Manufacturing (CAD/CAM)- Quality Assurance, Six Sigma- Suppliers, Inputs, Process, Outputs, and Customers (SIPOC)- Overall Equipment Effectiveness (OEE)

Tehran Province, Iran

I have been the director of extracurricular activity committee of MAJALLE SANAYE leading a team that has fulfilled many tasks such as several New Year’s celebrations, meetings among students and professors, educational and industrial visits and camps. We have also held a huge charity event named “ANGRY BIRDS FESTIVAL” for the benefit of cancerous children.

Tehran Province, Iran

I have been a member of this group for more than 2 years. And we held two concert in our university for all students.

Doctor Of Philosophy - Phd, Mechanical Engineering, 4.0/4.0

Master Of Science - Ms, Statistics, 3.95/4.0

The Master of Science in Statistics is only available for UT graduate students who are currently enrolled in other doctoral programs and.

Master Of Science - Ms, Manufacturing Technology Management, 4.0/4.0

Thesis: Semantic text analytics technique for classification of manufacturing suppliers (Winner, Outstanding Master’s Thesis Award)

Bachelor Of Science - Bs, Industrial Engineering, 3.5/4.0

Thesis: Design of Experiments, Optimal Design, and provide examples for all optimums

High School, Mathematics And Physics, 4.0/4.0