B

big-data

PYthon Radio Astronomy anaLYSis and Image Synthesis

End-to-end design of a Hadoop-based ecosystem for healthcare data at scale (50 TB, IoT streams, medical imaging). Proposed a 10-node cluster architecture integrating HDFS, Spark, Hive, NiFi, Kafka, and Docker with HIPAA-compliant security (Kerberos, TLS, Apache Ranger). Delivered a proof-of-concept Docker deployment and professional proposal document.

Analyzed decades of historical weather station data (1920–1940) using Hadoop MapReduce. Filtered operable stations, computed descriptive statistics (min, max, mean, median), and produced reports/graphs. Designed modular MRJobs to chain tasks together for scalable processing.