Research Interests
- Internet of Things
- Tiny AI
- Edge AI
- Embedded Systems
- Energy Harvesting
- Intermittent Computing
Research Experience
- AL
Research Assistant · ASIC Lab
Jan. 2025 - PresentAdvisor: Dr. Mimi Xie
- Developing energy-efficient neural network accelerators for edge AI applications on IoT devices.
- Investigating ultra-low-power ML inference using hardware-software co-design approaches.
Research Assistant · Software Quality Lab
Aug. 2022 - Jan. 2024Advisor: Dr. Behshid Behkamal
- Analyzed Java application execution traces using XRebel and JRebel for software enhancement.
- Developed code analysis techniques to identify class, interface, and enum connections.
- Built tool for recommending microservice migration strategies from monolithic codebases.
Research Assistant · Web Technology Lab
Dec. 2023 - Aug. 2024Advisor: Dr. Behshid Behkamal
- Designed database structure and web-based API for psychological survey data collection.
- Integrated LLMs to generate enhanced client assessment reports from survey data.
- Successfully deployed production application through iterative prompt engineering refinements.