Innovative AI and ML Solutions
Connecting expertise in software development and data science to drive innovation in AI and machine learning applications.
150+
15
Diverse Background
Collaborative Spirit
Work Experience
Developed and maintained Django applications using Python on Linux.
Implemented image recognition using TensorFlow, Keras (VGG16, transfer learning), and YOLO v7.
Employed Tesseract OCR and KNN for digit recognition with image preprocessing.
Engineering
AI and ML Focus
My work integrates software development with data science to enhance business applications.
Occupational Therapy Background
Former Occupational Therapist specializing in child development, sensory integration, and stroke rehabilitation.
First Position
Second Position
Developed internal management systems using PHP.
Managed MSSQL and MySQL databases.
Integrated systems through API and database connections.
Used Git for version control and collaborative development.
Extracted and processed data for report generation.
Work Experience
Information Technology Engineer
-- Masada Technology Co., Ltd.
2023/07 - now
Developed Internal Management Systems: Used PHP to develop internal management systems.
Database Management: Managed MSSQL and MySQL databases.
System Integration and Connectivity: Integrated and connected various systems (ERP) through API and database connections.
Version Control and Collaborative Development: Utilized Git for version control and collaborative development.
Data Extraction and Reporting: Extracted data from databases, processed, calculated, and compiled it based on company requirements to generate reports.
Software Engineer
2022/07 - 2023/07
-- Doung Ding Technology Co., Ltd.
Developed and Maintained Django Applications: Utilized Python to develop and maintain Django applications on a Linux system architecture.
Implemented Image Recognition: Leveraged TensorFlow and Keras (including VGG16 and transfer learning) along with YOLO v7 for smoke detection and image recognition.
Digit Recognition: Employed Tesseract (7-segment OCR) and K-Nearest Neighbors (KNN), combined with image preprocessing techniques (sharpening, binarization, dilation, erosion) for digit recognition.
Occupational Therapy
2021/09-2022/01
-- Department of Physical Medicine and Rehabilitation, National Yang-Ming Chiao Tung University Hospital
Provided Treatments and Evaluation: Independently responsible for providing treatments and evaluation for adults with physical disabilities, like stroke, traumatic brain injury, cancer, bone fracture, Parkinson’s disease, etc.
Designed and Fabricate Splints: Designing splints, such as cock-up splints, resting splints, anterior/posterior ankle foot orthosis, long knee brace, and trigger finger splints, for clients.
Applied Behavioral Analysis Teacher
2019/03-2020/06
-- Aggregate corporation ember social welfare association
Applied ABA to clients who have behavior problems.
Occupational Therapist
2017/10-2019/08
-- YU-ZHENG-JIN-FENG rehabilitation clinic
Independently responsible for providing treatments for children with different diagnosis
Occupational Therapist
Engineering Expertise
Education
Engineering Expertise
Postgraduate Degree
Post Graduate Program in Artificial Intelligence and Machine Learning: Business Applications
-- The University of Texas at Austin, McCombs School of Business
2023/10-2024/07
Overall GPA : 4.24/ 4.33
Rank: 14 / 85
Occupational Therapy
Master of Science
Clinical Behavior and Occupational Therapy
2017/09-2021/07
-- Chang Gung University
Overall GPA: 4.0/ 4.0
Last 60 credits: 4.0/ 4.0
Dissertation: "The application of action observation therapy in stroke rehabilitation: the feasibility of using the multi-mode system and preliminary treatment effects"
Bachelor
Occupational Therapy
2013/09-2017/06
-- Chang Gung University
Overall GPA: 3.48/ 4.0
Last 60 credits: 3.69/ 4.0
Major GPA: 3.52/ 4.0
Publication
The Application of a Protocol of Action Observation Therapy for Improving Upper-Limb Function in Patients with Chronic Stroke.
-- Taiwan Occupational Therapy Association Conference
2021
The effects of action observation followed by motor imagery and execution in stroke rehabilitation outcomes.
Poster Presentation
2020
-- Taiwan Occupational Therapy Association Conference
The Influence of Medication on Children with Attention Deficit Hyperactivity Disorder and Application on Occupational Therapy.
2018
-- Occupational therapists’ union of the Republic of China, Taiwan
The Effectiveness of Trauma-Focus Cognitive Behavioral Therapy on Patients with Posttraumatic Stress Disorder: a Meta-analysis of RCTs.
2016
-- Occupational therapists’ union of the Republic of China, Taiwan
AI and ML Services
Expert software development and data science solutions to innovate and solve complex problems.
Software Development Expertise
Building robust Django applications tailored to your business needs with precision.
Data Science Solutions
Harnessing data analytics to drive informed decision-making and strategic growth.
AI Innovations
Leveraging AI and ML technologies to create impactful solutions for diverse industries.