Bruce Li Email and Phone Number
Data-driven and analytical individual with experience of Machine Learning /Deep learning methods, and Data Visualization tools to identify actionable insights and suggest business recommendations. Well-versed in communicating key findings to cross-functional groups. Proficient knowledge in Analytics, Statistics, Mathematics, and Programming.• Programming: HTML/CSS/Javascript, SQL, Python (Pandas, Numpy, Matplotlib, Scikit-learn, Openpyxl, Sqlite, etc)• Database & Big Data Tools: MySQL, Spark• Statistical Techniques & ML: Hypothesis Testing, Predictive Analysis (Logistic Regression, Linear Regression, KNN, Random Forest, Naïve Bayes, SVM, GBDT, Time Series), Exploratory Analysis (Clustering, PCA, K-means)• Data Visualization: Google Analytics, Plotly, Matplotlib, Power BI, d3.js
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Machine Learning EngineerApple May 2021 - Present -
Data EngineerGraphen Jul 2020 - Apr 2021Taiwan• Designed frontend of the project, AI dashboard with HTML/CSS/JS from draft to product that improved customer experience.• Developed backend of the application using the flask framework and unit testing for test driven development (TDD).• Implemented abnormal detection models online based on ensemble ML including XGBoost and rule-based algorithms. -
Data ScientistProcess& Dec 2019 - Jul 2020• Designed data-flow in SAP HANA, MsSQL, MySQL, and PostgreSQL database system. Writing high efficient sql codes to make ETL time 100% quicker.• Transformed business intelligence like order-to-cash, production planning into intuitive problem and find solid solution. Using Python packages, Keras, Sklearn, Pandas, Numpy..to simplify complicated operating and cash-flow situations. -
Research AssistantNational Cheng Kung University Jul 2017 - Aug 2019• Developed and tuning algorithms, Magic-formula, Net-Net, XGBoost... to predict promising stocks.• Calculated and collect data, financial report, daily stock price, SP500 index automatically.• Designed backtesting.
Bruce Li Education Details
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3.93/4.3 -
Physics
Frequently Asked Questions about Bruce Li
What company does Bruce Li work for?
Bruce Li works for Apple
What is Bruce Li's role at the current company?
Bruce Li's current role is Machine Learning Engineer at Apple.
What schools did Bruce Li attend?
Bruce Li attended National Cheng Kung University, National Chiao Tung University.
Who are Bruce Li's colleagues?
Bruce Li's colleagues are Sonu Kumar, Douglas Milliken, Zaid Sandoval, Ayize Pierre-Louis, Mohamed Ahmed Abdel Aziz, Caitlin Edmunds, Justin G..
Not the Bruce Li you were looking for?
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3nctu.edu.tw, bubbleye.com, bubbleye.com
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1gmail.com
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