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This is my resume. You can download it.
Basics
Name | Muhammad Hamza Shafiq |
Label | Senior Research Engineer |
hamzashafique028@gmail.com | |
Phone | (+82) 10-5955-9166 |
Url | https://hamzashafiq28.github.io |
Summary | AI Engineer with expertise in optimizing deep learning models for edge devices using pruning, quantization, and other techniques. Specializing in computer vision, machine learning, and generative AI with a passion for developing energy-efficient, real-time applications. |
Work
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2024.03 - Present Senior Research Engineer
IK Lab
Developing and maintaining deep learning algorithms for various projects across diverse domains.
- Lead research on hit-and-run detection using CCTV video analysis
- Contributed to tank damage detection using AI algorithms for aerial image analysis
- Optimizing deep learning models for deployment on resource-constrained devices.
- Utilizing pruning and quantization to improve model efficiency and real-time performance.
Education
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2022.02 - 2024.02 Gwangju, South Korea
Master’s
Chosun University, South Korea
Information and Communication Engineering
- Deep Learning
- Computer Vision
- Image/video restoration
Awards
- 2024.01.01
Excellent Student Scholarship
Chosun University
Awarded for academic excellence during my Master's program.
- 2022.06.01
Best Semester Project
University of Engineering & Technology Lahore Faisalabad Campus
Best project award in my undergraduate program.
Publications
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DentAll: A unified approach for tooth instance segmentation and missing tooth detection and localization using contextual spatial attention, positional encoding, and missing tooth location predictor
Under Review at Engineering Applications of Artificial Intelligence
Skills
Deep Learning | |
Transformers | |
Stable diffusion | |
Mamba |
Computer Vision | |
YOLO | |
Object Detection | |
Segmentation | |
Tracking |
Stacks | |
pytorch | |
tensorflow | |
opencv | |
tensorrt | |
jax | |
numpy |
Languages
English | |
Fluent |
Urdu | |
Native speaker |
Interests
AI Research | |
Detection, segmentation and tracking | |
Edge Computing | |
Trustworthy AI |