• Full stack web developer for a web app designed for creative collaboration with over 500 artist users• Collaborated with a team of 20 people to implement features which enabling membership management for group users• Envisioned & developed the workflow for a backend API for post feature in both entity and product levels• Ran performance tests using Mocha framework on software functionalities that can be used by developers internally

• Built a functional R data regression platform to predict estimate production for Illinois region farms• Investigated different machine learning models (Random Forest, Regularization) to capture relations• Implemented a multivariate regression platform after K-fold cross-validation, ROC and simulation evaluation• Identified rank orders for varieties and generated an interpretation report for personalized decision-making suggestions

• Created a real-time monitor system using PCA algorithm-based model for machine production line• Conducted anomaly detection and healthy value inference based on T2 and Q statistical PCA-based measures• Performed trendy analysis by KDJ and MACD algorithm and obtained an accuracy of 80%