Data Scientist

• Oct 2021 - Present

Performing advanced statistical and predictive modeling, with use of Machine Learning algorithms, such as Members Retention predictive modeling. Communicating business intelligence and operational insights with clients through dynamic dashboards, data visualizations, and reports. Management and administration of aggregated data sources within company and client databases. Performing advanced statistical and predictive modeling, with use of Machine Learning algorithms, such as Members Retention predictive modeling. Communicating business intelligence and operational insights with clients through dynamic dashboards, data visualizations, and reports. Management and administration of aggregated data sources within company and client databases.

Researcher

• Sep 2020 - Oct 2021

Working with Ledcor group helps me to have become adept in maintaining collaboration and relationships with cross-functional teams, including project managers to improve operational efficiency and effectiveness in the project. One of my key responsibilities at Ledcor project are reviewing Ledcor's historical data and identifying issues that affect labor productivity on the project. Some of my main achievements in this position are: • Analyzing existing data using regression analysis to identify correlations among factors affecting labor productivity. • Developing a predictive model for labor productivity using Artificial intelligence techniques. • Writing technical reports based on progress of the project. Show less

Research Assistant

• Jan 2019 - Oct 2021

• Developing a hybrid feature selection method to identify the most predicting factors for labor productivity.• Developing a hybrid AI model using ANN, Random Forest, and PSO techniques to predict and optimize labor productivity.• Developing machine learning algorithms to solve industrial problems.

Teaching Assistant

• Sep 2020 - May 2021

• Instructing Engineering mechanics (ENGG130) and Mechanics (EN PH 131) courses.• Presenting complex technical information to the students and solving their problems.

Database Administrator

• Jun 2017 - Oct 2017

• Programming and designing a database using MS Access. • Creating ER diagrams to analyze existing databases for finding and resolving problems in logic. • Storing and organizing data as well as capacity planning. • Programming and designing a database using MS Access. • Creating ER diagrams to analyze existing databases for finding and resolving problems in logic. • Storing and organizing data as well as capacity planning.

Editor In Chief

• Jun 2015 - Dec 2015