Manage a project of a real-time recommendation system for an online game. As the project leader in the team, I completed the project with precise execution ability under limited time and lack of human resources. The project was successfully running on GCP and provided real-time recommendations to users. Project tasks - Data analysis & cleaning - Establish data preprocessing pipeline - User-behavior analysis - Fraud detection - Develop and enhance ML models on GCP - Technical document Skill stack - Python & PyQt - MySQL - Pandas - WebSocket - Scikit-learn - Tensorflow & Keras

● Machine Learning Project - Developing ML functions, such as object detection and face recognition. - Customize the dataset for training models. - Training models on AWS. - Fine-tune models based on academic papers. - Present analysis results to cross-functional team members. - Fast deploy models and adapt to market changes. ●Embedded System ARM-based - Design system architecture. - Optimize File Server. - Design Firewall. - Design Log Server - Design and optimize the database.