JHANG NENG, LIN
Data Scientist
- Dedicated data engineering, database management, NLP with 2+ Years of Experience
specializing in manufacturing industry
- Well-versed in repair data, finding solutions to match user demand
and achieving 1.45% increase of repair accuracy rate within a month.
- Proficient in data processing and analysis skills, and responsible for
communicating with coworkers and supervisors
Summary:
- Programing Language: Python, SQL, Cypher, C, JavaScript
- DataBase: MySQL, Neo4j, MongoDB
- Tool: Git, Docker, Restful API, Streamlit, Nifi, Numpy, Pandas
Compal
National Cheng Kung University
台北市, 台灣
台湾
专业背景
- 目前状态待业中
- 专业分析师・数据工程师・数据科学家
- 产业制造
- 工作年资2 到 4 年 (2 到 4 年相关工作经验)
- 管理经历
- 技能
- 语言能力English・进阶Chinese・母语或双语
- 最高学历
求职偏好
- 目前状态
- 预期工作模式全职・对远端工作有兴趣
- 希望获得的职位Data Scientist/Date Engineer/Product Cost Analyst
- 期望的工作地点
- 接案服务
工作经验
Data Scientist
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
Research Project - Adjunct assistant
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
学历
硕士学位
・
Transportation and Communication Management活动和社团
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
简介
- Concentration: Transportation Technology, Transportation Safety, Machine Learning, Deep learning, DBMS
- Master’s Thesis: Analyzing Motorcyclist's Risk-aware Fingerprint for Usage-based Insurance by Using Deep Learning.
学士学位
・
Shipping & Transportation Management活动和社团
Member of basketball school team