University of Houston
Ph.D. in Computer Science (current)Pursuing a Ph.D. in Computer Science with a focus on Artificial Intelligence, Machine Learning, and Computer Vision.
About Me
I am Abdollah Zakeri, currently pursuing my Ph.D. in Computer Science at the University of Houston, where I specialize in Artificial Intelligence, Machine Learning, and Computer Vision. My academic journey began in Iran at the University of Birjand and continued at Shahrood University of Technology, laying a strong foundation for my research. My passion for technology has led me to work on innovative projects, from biometric authentication to AI-driven healthcare solutions. I have developed multi-modal classification systems, advanced object detection models, and conducted pioneering research in pediatric COVID-19 severity detection using Chest X-Ray imaging. As a teacher, I have shared my knowledge in Advanced Programming, Data Structures, and AI, nurturing the next generation of tech enthusiasts. My work has been recognized in various publications, and I am constantly seeking new opportunities to innovate and contribute to the field of AI and Computer Vision.
What I'm Doing
Artificial Intelligence
Developing cutting-edge AI solutions for complex problems in various domains.
Deep Learning
Creating advanced deep learning models for predictive analytics and data processing.
Computer Vision
Implementing computer vision techniques for image and video analysis.
Multi-Modal Models
Implementing and applying multi-modal solutions to complex problems.
Background
Education
Shahrood University of Technology, Iran
Master of Artificial Intelligence and RoboticsCompleted Master's degree with a focus on AI and Robotics, contributing to foundational knowledge in my field.
University of Birjand, Iran
Bachelor of Software EngineeringEarned a Bachelor's degree in Software Engineering, laying the groundwork for my future academic and professional endeavors.
Experience
Teaching Assistant
Dates of ExperienceServed as a Teaching Assistant for Advanced Programming, Data Structures, Artificial Intelligence, Computer Vision, and Artificial Neural Networks.
Skills
Programming Languages
Python
C++
SQL
JavaScript
Matlab
AI Concepts
Machine Learning
Deep Learning
Computer Vision/span>
Multi-modal Learning
Data Science
AI frameworks & Libraries
TensorFlow
Keras
PyTorch
OpenCV
Lightning
Hugging Face Transformers
Pandas & Numpy
Misc.
Git
Docker
Shell Script
Cluster Computing
Portfolio
Summer 2023 - Present
Learning Disability Risk Assessment
Multi-modal classification of LD based on handwritten essays and transcripts using cluster computing and multi-GPU training.
Spring 2023 - Present
Mushroom Localization and Detection
Image acquisition, labeling, and training of object detection models for automatic harvesting at Monterey mushroom farm.
Fall 2022 - Spring 2022
COVID Severity Detection in Pediatrics
Classifying COVID-19 severity in pediatric patients using Chest X-Ray images and clinical data, developed with Texas Children’s Hospital.
[Project Date]
WhisperNet: Lip-Based Authentication
Developing a deep Siamese network for lip-based person re-identification, enhancing biometric security systems.
[Project Date]
Smart Quality Assessment for Tires
Implemented an X-ray video-based CNN classifier for tire defect identification, significantly improving quality assessment accuracy.
[Project Date]
Jujube Classification System
Developed a highly accurate (98.2%) classification system for Jujube pricing using Matlab and Python, leveraging image processing techniques.
Publications
Published
WhisperNet: Deep Siamese Network For Emotion and Speech Tempo Invariant Visual-Only Lip-Based Biometric
A Zakeri, H Hassanpour2021 7th International Conference on Signal Processing and Intelligent Systems (ICSPIS)
Classification of jujube fruit based on several pricing factors using machine learning methods
A Zakeri, R Hedayati, M Khedmati, M Taghipour-GorjikolaiearXiv preprint arXiv:2111.00112
Under Review
WhisperNetV2: SlowFast Siamese Network For Lip-Based Biometrics
A Zakeri, H HassanpourIEEE Transactions on Pattern Analysis and Machine Intelligence
Big data meets the science of reading: Learning disabilities risk prediction using sub-word-, word-, and text-level features of written language
Y Ahmed, A Zakeri, C Cheek, E GrigorenkoSociety for the Scientific Study of Reading (SSSR) 2024
M18k: Mushroom Instance Segmentation Dataset For Smart Agriculture Purposes
A Zakeri, F Merchant, D Benhaddou, W Zhu, V BalanArtificial Intelligence in Agriculture
Portfolio
Deep Learning Specialization certificate
offered by Deeplearning.ai
Generative Adverserial Networks (GANs) Specialization certificate
offered by Deeplearning.ai
Tensorflow Developer certificate
offered by Deeplearning.ai
Tensorflow, Advanced Techniques Specialization certificate
offered by Deeplearning.ai