I will set up and execute scalable Hadoop MapReduce jobs on AWS EC2 to analyze large datasets, like MovieLens, for insights such as most-rated or top-rated items. With hands-on experience in cloud infrastructure, big data pipelines, and Java-based MapReduce, I deliver production-ready solutions tailored for data-driven decision-making.