Yongliang Lyu
AI Engineer
Tokyo
Summary
Passionate and skilled AI Engineer with eight years of experience in developing and implementing artificial intelligence solutions. Proficient in machine learning, deep learning, and computer vision techniques, with a strong background in programming languages such as Python and PyTorch. Proven track record of successfully delivering AI-driven projects that enhance business processes, improve decision-making, and drive innovation.
Overview
7
7
years of professional experience
4
4
years of post-secondary education
Work History
AI Engineer
Eii, Inc
06.2022 - Current
- Developed intelligent robotic system for automated bottle picking using AI and machine vision
- Implemented advanced object detection and recognition algorithms to identify bottles on conveyor belt
- Trained and optimized deep learning models for accurate and robust bottle detection
- Integrated AI perception system with robotic arm for precise bottle grasping and manipulation
- Designed and developed an user-friendly control platform for seamless human-robot interaction
AI Engineer
Chinese Academy Of Sciences
03.2017 - 03.2022
- Developed advanced action recognition system using IP cameras for real-time video analysis
- Manually annotated dataset of video samples for training purposes
- Implemented data preprocessing techniques, including frame extraction, resizing, normalization, and augmentation
- Trained and optimized multiple state-of-the-art action recognition models, including Faster-RCNN and yolo
- Achieved high accuracy and real-time inference speed through iterative fine-tuning and evaluation
- Developed an user-friendly web application for seamless integration and visualization of recognized actions
- Collaborated with the team, gathered requirements, and incorporated feedback to ensure desired functionality
- Demonstrated strong technical skills in computer vision, machine learning, and software development
- Showcased initiative, problem-solving abilities, and commitment to delivering high-quality results
Education
Bachelor of Science - Computer And Information Sciences
University of Science And Technology of China
Hefei China 08.2010 - 07.2014
Skills
Decision-Making
undefinedTimeline
AI Engineer
Eii, Inc
06.2022 - Current
AI Engineer
Chinese Academy Of Sciences
03.2017 - 03.2022
Bachelor of Science - Computer And Information Sciences
University of Science And Technology of China
08.2010 - 07.2014
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