Open to opportunities

chihyu Wang

@chihyuwang

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Machine Learning Software Engineer specializing in deep learning and computer vision.

Taiwan

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What I'm looking for

I am looking for opportunities that foster innovation and collaboration in AI, with a focus on impactful projects.

I am a dedicated Machine Learning Software Engineer with over 10 years of experience in developing advanced algorithms for deep learning applications. My journey began at the Industrial Technology Research Institute, where I honed my skills in image classification and object detection. I have successfully fine-tuned various models, including YOLO and Mask R-CNN, to achieve high accuracy in real-world applications.

Currently, I work at Kneron, where I focus on enhancing object detection and segmentation capabilities. My projects include fine-tuning YOLO models for precise localization and developing speech-to-text systems that significantly improve transcription accuracy. I am passionate about leveraging cutting-edge technologies to solve complex problems and drive innovation in the field of artificial intelligence.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Software Engineer

Current

Kneron

Dec 2019 - Present (5 years 7 months)

Fine-tuned various YOLO models for object detection, instance segmentation, and pose estimation, significantly improving accuracy and performance. Enhanced and adapted ByteTrack for reliable object tracking and fine-tuned the Whisper small model to improve Chinese speech transcription accuracy.

YOLOv5 YOLOv7 YOLOv8 ByteTrack Whisper Qwen 2.5 AdaLoRA QLoRA YOLO V5

Machine Learning Software Engineer

Industrial Technology Research Institute (ITRI)

Jun 2013 - Present (12 years 1 month)

Trained Convolutional Neural Networks for image classification and fine-tuned object detection models like Faster R-CNN and SSD. Developed Mask R-CNN models for precise instance segmentation at the pixel level.

Convolutional Neural Networks ResNet Inception MobileNet SSD Object Detection

Education

Degrees, certifications, and relevant coursework

National Taiwan University

Doctor of Philosophy, Electronics Engineering

Pursued advanced research and studies in Electronics Engineering, focusing on specialized topics within the field. Developed expertise in complex engineering principles and conducted in-depth investigations.

National Taiwan University

Master of Science, Electronics Engineering

Completed a Master's degree in Electronics Engineering, gaining comprehensive knowledge in various aspects of the field. Engaged in rigorous coursework and research projects.

National Cheng Kung University

Bachelor of Science, Engineering Science

Obtained a Bachelor's degree in Engineering Science, building a strong foundation in fundamental engineering principles. Acquired essential skills for problem-solving and technical analysis.