UMD’s MS in Computer Science offers rigorous training in software systems, data science, AI, cybersecurity, and theoretical foundations. The program blends practical coding, system design, and research, preparing students for tech leadership or doctoral studies. Students engage in collaborative projects across research labs and industry partnerships.
Design and implementation of a distributed file system
Neural network architecture for real-time object detection
Blockchain-based voting system prototype with smart contracts
Compiler construction for a custom domain-specific language
Scalable data pipeline using Apache Kafka and Spark
Research on adversarial robustness in deep learning models
Optimization of graph search algorithms for social networks
Development of a full-stack web app using MERN stack
Natural language processing system for sentiment classification
Simulation of epidemic spread using agent-based models
Privacy-preserving machine learning using federated learning techniques
Parallelized algorithm for matrix operations on GPU clusters
Design of an autonomous navigation algorithm for robots
Cybersecurity tool for anomaly detection in network traffic
Development of a mobile application with AR integration
Reinforcement learning model for game AI
Construction of a secure API gateway for microservices architecture
Machine learning model to detect fake news from social media feeds
Design of an end-to-end CI/CD pipeline for software delivery
Formal verification of smart contracts using symbolic execution
Design secure software, intelligent systems, and scalable platforms through applied research in UMD’s Computer Science MS.
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