1. Build a data collection system (MongoDB, PostgreSQL, PretoSQL...), build a data pre-processing mechanism, and automate the algorithm distribution.2. Import AI platform process (CI, CD, CT, CM), data model version control, resource control, data labeling and system monitoring...etc.3. Cooperate with various units inside and outside the organization to carry out project development (abnormal sound detection, AOI data system, material detection system), import and establish a data analysis process system. #Python #Machine Learning #PostgreSQL #Linux #Django #Docker

1. Nearly 5 years of data analysis experience - yield monitoring system development and maintenance, algorithm research and implementation (machine learning and statistical methods)2. Familiar with data analysis tools (Python, R, SAS, JMP, SQL...) and related suites (keras, tensorflow-gpu... )3. Understand docker & container architecture, Linux operation and ETL scheduling construction4. Participated in multiple yield system development and benefit improvement projects, with good communication and coordination skills#Python #R #SAS #Linux #Django #HTML

1. Data preprocessing (missing values, outliers...) and analysis2. Machine learning, statistical methods and algorithm development (KMEANS, ANOVA, RandomForest...)3. Report presentation, visual presentation (ggplot2... etc.), build statistical models or improve statistical methods4. Schedule deployment and detection system development#R #Python #SAS #Statistical software operation #Build a statistical actuarial model

1. Personnel: internal task assignment, attendance allocation; external maintenance and department coordination.2. Machine table: The machine dispatches workers, coordinates the volume of goods up and down, and reduces loss.3. Analyze the differences between machines and find opportunities for productivity improvement4. Analyze the delivery process to find the most efficient configuration.5. Compile data reports and visual presentations, and handle SOPs for emergencies such as night leakage and earthquakes.