Associate

• Dec 2022 - Present

Undergraduate Teaching Assistant

• Jan 2022 - May 2022

Undergraduate Teaching Assistant for Information Organization - Lead project teams and provide support to over 40 students virtually. Undergraduate Teaching Assistant for Information Organization - Lead project teams and provide support to over 40 students virtually.

Research for Intelligence & Security Challenges Intern

• Jun 2021 - Aug 2021

NGA sponsored Algorithms for Threat Detection Project - Applied Sklearn's Random Forest Classification algorithm to successfully detect anomalies in a training dataset of over 30 million observations. - Performed Grid Search to tune Random Forest Hyper Parameters resulting in a higher Macro-Averaged F1 score of 0.769. - Designed a Logistic Regression model to investigate potential trends and relationships between various features in the dataset. - Implemented dataframe manipulation… Show more NGA sponsored Algorithms for Threat Detection Project - Applied Sklearn's Random Forest Classification algorithm to successfully detect anomalies in a training dataset of over 30 million observations. - Performed Grid Search to tune Random Forest Hyper Parameters resulting in a higher Macro-Averaged F1 score of 0.769. - Designed a Logistic Regression model to investigate potential trends and relationships between various features in the dataset. - Implemented dataframe manipulation techniques of encoding categorical variables as binary, balancing data for modeling, and splitting data into training and testing segments. Show less NGA sponsored Algorithms for Threat Detection Project - Applied Sklearn's Random Forest Classification algorithm to successfully detect anomalies in a training dataset of over 30 million observations. - Performed Grid Search to tune Random Forest Hyper Parameters resulting in a higher Macro-Averaged F1 score of 0.769. - Designed a Logistic Regression model to investigate potential trends and relationships between various features in the dataset. - Implemented dataframe manipulation… Show more NGA sponsored Algorithms for Threat Detection Project - Applied Sklearn's Random Forest Classification algorithm to successfully detect anomalies in a training dataset of over 30 million observations. - Performed Grid Search to tune Random Forest Hyper Parameters resulting in a higher Macro-Averaged F1 score of 0.769. - Designed a Logistic Regression model to investigate potential trends and relationships between various features in the dataset. - Implemented dataframe manipulation techniques of encoding categorical variables as binary, balancing data for modeling, and splitting data into training and testing segments. Show less

Undergraduate Teaching Assistant

• Jan 2021 - May 2021

Undergraduate Teaching Assistant for Information Organization Undergraduate Teaching Assistant for Information Organization