rpmjp/projects
Projects
A mix of research, production systems, and applied ML work. Click any project to explore its files, documentation, and source.
Swin Transformer study
CompletedFeaturedEmpirical investigation of Swin Transformer architectures for fine-grained image classification.
PyTorchSwin-T/S/BOxford-IIIT PetRTX 4090
AI-powered Student Management System
In progressFeaturedEnd-to-end system spanning Java backend, SQL, REST APIs, ML predictions, and cloud deployment.
JavaSQLPythonRESTDockerAWS
Online Retail II big data pipeline
CompletedMapReduce analytics on the UCI Online Retail II dataset using AWS EMR, Hadoop, Pig, and Hive.
AWS EMRHadoopPigHive
DC Crime Analysis and Prediction
CompletedApplied ML on open DC crime data to predict incident type from location and time features.
Pythonscikit-learnpandas