My background combines business with technology, which makes me stand out and I use it to my advantage.My mathematical analysis ability and solid technical skills gained from the education of Electrical Engineering allows me to develop scientific methods to solve the seemingly opaque data problems and solutions. Meanwhile, my experience with Business Analytics gives me unique value to analysis teams, enabling me to understand the business problems, build business sense and dive deep into business values. I believe these business and technical skills make me a rare breed of an analyst that can well combine these two and that can make all the difference in a business environment.
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SlbHouston, Tx, Us -
Senior Data ScientistSlb Jun 2024 - PresentHouston, Texas, Us
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Data ScientistSlb Jan 2022 - Jun 2024Houston, Texas, Us
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Data Science InternSlb May 2021 - Aug 2021Houston, Texas, Us• Led rate of penetration (ROP) prediction and Databricks model deployment project; • Implemented data preprocessing using six methods including MissForest missing data imputation, stand split and outliers removal• Built machine learning pipeline including Ridge Regression, Random Forest and XGBoost to predict one step ROP• Analyzed over 200 million well time-drilling data; Implemented four different predictive XGBoost models• Deployed model as REST API using MLflow on Databricks; explored MLOps tools
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Columbia Capstone ProjectLenovo Jan 2021 - Apr 2021Morrisville, Nc, Us• Extracted, Transformed and Loaded (ETL) labor market data collected from external vendors• Utilized web scraping package (beautiful soup) to extract location factors from online sources• Designed database schema and implemented cloud-based relational database on Google cloud platform• Implemented MySQL queries based on designed business use cases to support global workforce planning -
Business Analyst InternChina Unicom Jul 2018 - Aug 2018Us• Collaborated with a team of five on products of public opinion analysis; worked with two team members in data acquisition and data preparation • Tested and analyzed a simulated analysis platform; interacted with three cross-functional teams including clients, coders and product designers
Minyue Liu Education Details
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Columbia UniversityBusiness Analytics -
Columbia Business SchoolBusiness Analytics
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Columbia UniversityElectrical Engineering
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Beijing University Of Posts And TelecommunicationsTelecommunications Engineering With Management
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Queen Mary University Of LondonTelecommunications Engineering With Management
Frequently Asked Questions about Minyue Liu
What company does Minyue Liu work for?
Minyue Liu works for Slb
What is Minyue Liu's role at the current company?
Minyue Liu's current role is Senior Data Scientist.
What schools did Minyue Liu attend?
Minyue Liu attended Columbia University, Columbia Business School, Columbia University, Beijing University Of Posts And Telecommunications, Queen Mary University Of London.
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