Samira Khorshidi, Ph.D. Email & Phone Number

Cupertino, California, Us

Cupertino, California, Us

Indianapolis, Indiana, Us

Research member of the computer science department at IUPUI and being the first author of the following publications:▪ Adversarial Examples in Deep Learning for temporal point process▪ Assessing GAN-based approaches for generative modeling of crime text reports▪ Repurposing recidivism models for forecasting police officer use of force▪ Hawkes process parameter estimation via parallel programming▪ GAN application in crime report' anomaly detection▪ Explaining crime diversity with Google street view▪ The Role of Graphlets in Viral Processes on Networks.o Research area includes:▪ Risk assessment▪ Pattern recognition ▪ Machine learning▪ Deep learning optimization▪ Generative Adversarial Networks(GAN) ▪ Image processing▪ Speech processing▪ Bio-metrics▪ Point processes and contagious event modeling▪ Adversarial attacks and defense methodso Technologies: Python, Tensorflow, Matlab, R, CUDA

Indianapolis, Indiana, Us

Achievements:▪ Creating a self-learning predictive denial prevention rule set based on historical claim andpayment data▪ Guiding implementation of computer vision toolset within the core platform▪ Evaluating and providing recommendations for Analytics data ETL▪ Evaluating and providing recommendations for a predictive payment timing algorithmo Researched and have learned about:▪ Rule-based modeling.▪ Pattern recognition and machine learning techniques in the insurance industry.▪ Regression methods.▪ Data cleaning and preprocessing using OCR methods.▪ Unsupervised learning approaches in the healthcare and insurance industry.o Technologies: Python, Tensorflow, Matlab, R.

Louisville, Kentucky, Us

Achievements including: ▪ Co-developed social and collaborative project management and productivity app, named MyDailyPanel.▪ Co-developed a freelance job platform, named Experolis.▪ Being leader of the development team for our customers' projects, including:▪ A hybrid shopping recommendation engine, predicting the highest likelihood of conversion, called Seek in Web.▪ A disaster search and rescue app for Weather Channel, called WeatherSafe.o Research area:▪ Graph-based database.▪ Pattern recognition and machine learning.▪ Recommendation system.▪ Statistical data analysis and data mining.▪ E-commerce and shopping engines.o Technologies: Python, Tensorflow, Java, JavaScript (NodeJS, AngularJS), Tizen, Database (MongoDB and Neo4j).

Tehran, Tehran, Ir

Achievements included:▪ Design and implement a recommendation engine to use for targeted advertisement by finding websites viewers' interests,activity and demographics.▪ Design and implementation of E-commerce and shopping engines.▪ Led the offshore development team on North America Home Furnishing Association Data Link project and RM Innovation Vendor admin project.o Cutting-edge methods have been learned and researched in:▪ Online advertising.▪ Statistical analysis data mining.▪ Recommendation systems.▪ E-commerce and shopping engines.▪ Big data management.

Tehran, Ir

Being a member of a team responsible for:▪ Design and implement a custom CRM (Customers Relation Management Software) system.▪ Develop Pomegranate (full stack web-based software framework).▪ Maintenance current website of Saean Ertebat (SENA). ▪ Develop VOIP software and analyze call-centers datao Research area include:▪ Database, Software architecture, and data analysis.o Technologies: JavaScript (Native, ExtJS)/Typescript, SQL (MYSQL) and PHP.

Virtual Reality Laboratory. K.N.Toosi University of Technology)▪ Implementation of a driving simulator to educate public transportation driverso Research area:▪ Image Processing▪ Object Identification▪ Face recognition▪ Software architecture and developmento Technologies: C++.

Doctor Of Philosophy - Phd, Computer Science

Master Of Science (M.Sc.), Computer Science

Bachelor'S Degree, Computer Engineering