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portfolio
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publications
Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals
Recommended citation: Shaeri, P., Woo, R. T., Mohammadpour, Y., & Middel, A. (2025). "Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals." Submitted to WACV 2026.
Published in arXiv preprint; Under review at WACV 2026, 2025
Submitted to the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026.
Tri-Accel: Curvature-Aware Precision-Adaptive and Memory-Elastic Optimization for Efficient GPU Usage
Recommended citation: Sheibanian, M., Shaeri, P., Beigi, A., Woo, R. T., & Keluskar, A. (2025). "Tri-Accel: Curvature-Aware Precision-Adaptive and Memory-Elastic Optimization for Efficient GPU Usage." arXiv:2508.16905.
Published in arXiv preprint; submitted to ScaleOPT @ NeurIPS 2025, 2025
arXiv:2508.16905. Submitted to the ScaleOPT Workshop at NeurIPS 2025.
OpenMRT: Outdoor Thermal Exposure and Comfort Modeling using Street View Imagery
Recommended citation: Middel, A., Shaeri, P., Woo, R. T., & Krayenhoff, S. (2025). "OpenMRT: Outdoor Thermal Exposure and Comfort Modeling using Street View Imagery." Manuscript in preparation.
Published in , 2026
Manuscript in preparation.
talks
ASU Instructor Assistant GPT
Presented at Co-Making the Future: China-U.S. Young Makers Competition — Competition Showcase, Beijing, China, 2024
OpenMRT: Image-Based Human Thermal Exposure Model for Ground-Level Simulation
Presented at Urban Climate Research Center Symposium & CAP LTER ASM Symposium — Conference Presentation, Tempe, AZ, USA, 2025
OpenMRT combines street-level imagery, grey-box/semi-empirical modeling, and human comfort metrics to estimate outdoor thermal exposure for planners and community stakeholders.
Using Facial Emotion Recognition to Improve Understanding of Learning Processes
Presented at ASU Summer Research Initiative Symposium — Symposium Presentation, Tempe, AZ, USA, 2025
teaching
CSE 205: Object-Oriented Programming and Data Structures
Course Development Assistant, Arizona State University, 2023
Served as Course Development Assistant (Fall 2023–Spring 2024), Grading Coordinator (Spring 2023), and Grader (Fall 2022), overseeing grading pipelines and building instructional materials across multi-section offerings. Also supported CSE 240: Introduction to Programming Languages (Fall 2023) and CSE 110: Principles of Programming (Barrett Honors, Fall 2022).
CSE 310: Data Structures and Algorithms
Course Support Staff, Arizona State University, 2024
Facilitated recitation sessions, staffed office hours, and delivered algorithm walkthroughs for a cohort of 200+ students.
Intro to Audio Engineering
Course Instructor, Waybright Technology Academy, 2024
Designed and taught a project-based curriculum covering audio capture, digital signal processing, and live sound reinforcement for high school learners.
SCAI Robotics Camp for Middle and High School
Camp Instructor, Arizona State University, 2025
Co-instructed robotics programming modules with Dr. Yinong Chen, guiding teams through embedded systems, sensing, and iterative prototyping challenges.
CSE 445: Distributed Software Development
Instructional Assistant, Arizona State University, 2025
Instructional Assistant (Fall 2025–Present) and Undergraduate Teaching Assistant (Spring–Summer 2025) supporting distributed agile teams, facilitating sprint reviews, and mentoring student engineering managers. Former grader (Fall 2024).