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Project Ideas for Master of Science in Computer Science and Engineering

A technology-forward degree focused on software systems, AI, cybersecurity, and computational theory.

🏛 Introduction

Ohio State’s MS in Computer Science and Engineering empowers students to advance their knowledge in core and emerging areas such as artificial intelligence, machine learning, computer vision, networking, and security. The program integrates rigorous theory with real-world applications and provides opportunities for innovation, entrepreneurship, and interdisciplinary collaboration. Graduates contribute to tech development across industries including software, healthcare, finance, and autonomous systems.

💡 Suggested Project Titles

Designing a secure blockchain protocol for decentralized identity verification

Developing a deep learning model for medical image segmentation in cancer diagnostics

Optimizing compiler design for edge-based embedded systems

Creating a real-time facial recognition system using convolutional neural networks

Natural language processing model for automated news sentiment classification

Designing a scalable microservices architecture for cloud-native applications

Modeling and simulating large-scale social networks to predict viral content

Developing adversarial defense mechanisms for image classification models

Building a privacy-preserving recommender system using federated learning

Creating a distributed database system optimized for high-throughput IoT data

Formal verification of smart contracts for decentralized finance applications

Developing a lightweight operating system kernel for constrained devices

Using reinforcement learning for game AI behavior optimization

Graph neural networks for fraud detection in e-commerce platforms

Designing a compiler for a domain-specific language in bioinformatics

Analyzing data center power efficiency using real-time energy monitoring software

Developing a multilingual speech-to-text engine with real-time transcription

Designing secure key exchange protocols resistant to quantum attacks

Algorithmic fairness analysis in loan approval machine learning systems

Autonomous drone navigation system using SLAM and path planning algorithms

Ohio State – MS in Computer Science and Engineering

Advance the frontier of computing with OSU’s CSE MS in AI, systems, and software innovation.

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