ETL pipeline project analyzing Youtube video data using Apache Spark and PySpark. Sevaral models built to predict enagement based on video features.

Apache Spark PySpark Python Hadoop Kafka Streaming

Platform centralizing college club management with customizable organization pages. Selected for Etown's SCAD Day and Board of Trustees presentation.

Tutor management system connecting students with tutors and facilitating scheduling. Featured at Etown's SCAD Day and Board of Trustees presentation.

Interactive 3D campus explorer featuring a fishing minigame. Won 1st place in Etown CS Club's Spring 2025 Coding Challenge.

Achieved Oracle Cloud Foundations Associate certification, demonstrating knowledge of core cloud concepts like IAM, networking, storage, compute, and security. Gained hands-on experience deploying and managing resources in Oracle Cloud.

Completed Machine Learning Specialization by Stanford University and DeepLearning.Ai. Four-course program covering ML fundamentals, supervised/unsupervised learning, and neural networks with practical implementation using NumPy, scikit-learn, and TensorFlow.

Analysis of COVID-19's impact on mortality in New York State (2020-2022) using ARIMA, exponential smoothing, and Poisson regression models to estimate excess deaths.

Research using R Studio to identify key factors in heart failure patient survival. Implemented 9 ML algorithms to predict outcomes and identify reliable predictors for healthcare professionals.

Analysis using SAS Enterprise Miner on factors influencing family income. Applied 14 ML algorithms to identify significant income predictors from University of Michigan dataset.