KY Coding world

AI Innovations

Explore diverse projects leveraging AI and machine learning technologies.

System Integration

• Managed MSSQL and MySQL databases.

• Integrated and connected various systems (ERP) through API and database connections.

• Helped optimize business processes and ensured that different systems worked together harmoniously

Machine Learning & Deep Learning

• Programming Languages and Data Processing: Python, Numpy, Pandas, Seaborn

• Exploratory Data Analysis: Conducting in-depth exploratory data analysis

• Machine Learning Techniques: Decision Trees, Data Preprocessing, Missing Value Treatment, Pruning

• Ensemble Learning Techniques: Random Forest, Bagging, Boosting, SMOTE

• Deep Learning Frameworks: TensorFlow, Keras, Artificial Neural Networks, Convolutional Neural Networks, Transfer Learning

• Machine Learning Libraries: Scikit-Learn, NLP libraries

Management Systems Development

• Developed internal management systems using PHP.

• Extracted data from databases, processed, calculated, and compiled it based on company requirements to generate reports.

• Created efficient systems that streamlined business operations and improved overall efficiency.

Django & Digit recognition

• Developed and maintained Django applications using Python on a Linux system architecture.

• Employed K-Nearest Neighbors (KNN) combined with image preprocessing techniques (sharpening, binarization, dilation, erosion) for digit recognition.

Other Applications

• Implemented image recognition using TensorFlow and Keras (VGG16 and transfer learning) for smoke detection.

• Developed image recognition systems with YOLO v7.

• Utilized Tesseract (7-segment OCR) for digit recognition combined with image preprocessing techniques.

Stroke Rehabilitation

• Conducted innovative research on stroke rehabilitation with splint and other applications.

• Explored action observation and digital mirror therapy to enhance patient outcomes.

• Expertise in integrating technology with therapeutic practices to improve neurorehabilitation.

Engineering Expertise

Passionate about AI solutions.

Engineer

Occupational Therapy Background

Occupational Therapist

Focused on CVA rehabilitation and child development, applying unique insights to engineering.

Diverse Perspective

Postgraduate degree in AI

Current Role：Information Technology Engineer

Leveraging experiences to tackle engineering challenges with innovative AI solutions.

Enjoy coding

I am passionate about expanding my expertise in the world of coding.

The thrill of solving complex problems and creating innovative solutions drives my dedication to continuous learning.