1. Project: MB-Repair-Recommend-System - Developed end-to-end algorithms, utilizing Natural Language Processing (NLP) techniques to address multi-classification problems. - Constructed a knowledge graph for motherboard component data and developed a pathfinding algorithm to identify the optimal repair SOP. - Proposed an AI-based system, simplifying the repair process and achieving 1.45% improvement in repair accuracy within a month. - Skill&Tools: NLP, embedding similarity, Multiclassification, Knowledge Graph, Path searching 2. Project: MB Repair quality analysis - Proficient in data processing, data pipline, data analysis for driving meaningful insight. - Build interactive Dashboard reports using Streamlit for intuitive data visualization and presentation. - Skill&Tools: data engineering, data pipline, Multi-dimensional Statistic analysis, Quality Monitoring Dashboard

Project: "Analyzing Driving Risk by Using Deep Learning Methods and Designing UBI service Platform" "Analysis of Driving Safety and Driving Behavior based on Big Data" - Design a solution to adress the dilemma of Usage-based Insurance service - Skill&Tools: Machine learning, Deep learning, python, MySQL