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Project Ideas for Master of Science in Computer Engineering

Advanced hardware-software co-design for edge AI, IoT, and cyber-secure systems.

🏛 Introduction

Northwestern’s MSCompE propels engineers into silicon-level innovation—from neuromorphic accelerators to quantum-resistant cryptographic cores. Coursework pairs RFIC design, parallel architecture, and secure boot chains with electives in 6G communications and biomedical SOCs. Students tape out chips via Google Open MPW, validate firmware in RISC-V labs, and publish at DAC or Hot Chips. Entrepreneurial tracks link teams with venture mentors and IP clinics to spin hardware startups.

💡 Suggested Project Titles

Design a PUF-anchored root-of-trust for ultra-low-power medical implants

Implement spiking-neural-network accelerators on FPGA and benchmark energy savings

Develop a real-time LiDAR point-cloud compression engine for autonomous drones

Prototype an open-source LoRa-based mesh SoC for disaster communication

Evaluate side-channel leakage in lattice-based crypto cores with EM probes

Create a chiplet-based heterogeneous compute module for modular servers

Model thermal-via optimization in 3-D TSV stacked memories

Build a RISCV-vector ISA extension tailored for genomic alignment workloads

Develop a post-quantum VPN gateway on custom NIC FPGA cards

Fabricate graphene NEMS sensors integrated with on-chip ADCs for gas detection

Prototype dynamic voltage/frequency scaling algorithms driven by ML workload prediction

Design mixed-signal circuits harvesting RF energy for smart-dust motes

Audit firmware update chains in automotive ECUs and propose secure OTA protocols

Benchmark open-source EDA flows for 14-nm FinFET standard-cell libraries

Write a commercialization plan for secure edge-AI ASICs in agricultural robotics

Northwestern University – MS in Computer Engineering

Invent secure, intelligent hardware solutions with Northwestern CompE.

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