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Redesigned a Hadoop MapReduce post-sales reporting system using Spark. Processed automobile incident data to add make/year attributes and aggregate accidents by vehicle. Implemented RDD transformations, groupByKey, and reduceByKey to generate reports efficiently, highlighting Spark’s performance advantage over MapReduce.