Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
Generic

ZUKHRIDDIN RUZIEV

Ulsan

Summary

Experienced professional in Machine Learning (ML), Deep Learning (DL), and Image Processing, specializing in image classification, segmentation, and object detection. Passionate about applying cutting-edge AI technologies to solve real-world challenges, ensuring customer success, and shaping the future of AI-driven solutions.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Field Application Engineer

ISRA VISION
05.2023 - Current
  • Collaborate with clients, including POSCO and Hyundai Steel, to enhance steel production quality by minimizing defects
  • Recommend and implement advanced machine vision solutions utilizing deep learning techniques for defect detection
  • Troubleshoot and resolve technical challenges in defect detection to ensure optimal production efficiency
  • Provide expert guidance and support to improve the accuracy and reliability of defect detection systems using state-of-the-art computer vision technologies
  • Contribute to overall product quality improvement using AI-driven solutions

Researcher

Koolsign
09.2021 - 05.2023
  • Implemented 'mmdetection', 'yolov5', custom 'centernet-object-detection' and 'hailo-dataflow-compiler' into 'Dataset-Annotation-and-Training' Server and optimized front/back-end parts
  • Compiled object detection models to hef(hailo-executable-file) format using Hailo-SDK, and tested their inference performance and accuracy with 'HailoRT' environment on Hailo-8™ M.2 AI Acceleration Module
  • Compiled object detection models to HEF (Halio-Executable-File) format and tested inference performance
  • Developed face-recognition and emotion-recognition systems using insightface and yolov5

Education

Master of Science - Smart IT Convergence, Computer Science

University of Ulsan
01.2021

Bachelor’s Degree - Physics

National University of Uzbekistan
01.2017

Skills

  • Training and mentoring
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Image Processing
  • Python
  • TensorFlow
  • Keras
  • OpenCV
  • Linux
  • Docker
  • Redis
  • Flask
  • MySQL

Certification

TensorFlow Developer Certificate,


https://www.credential.net/037f8734-9d05-4196-969d-14aa9b7a727f

Languages

English
Professional Working
Korean
Limited Working
Uzbek
Native or Bilingual

Timeline

Field Application Engineer

ISRA VISION
05.2023 - Current

Researcher

Koolsign
09.2021 - 05.2023

Bachelor’s Degree - Physics

National University of Uzbekistan

Master of Science - Smart IT Convergence, Computer Science

University of Ulsan

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