Arnold Liu
Data Engineer at Revantage, A Blackstone Portfolio Company- Claim this Profile
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Bio
Experience
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Revantage, A Blackstone Portfolio Company
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United States
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Real Estate
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400 - 500 Employee
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Data Engineer
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May 2023 - Present
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Illinois Institute of Technology
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United States
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Jan 2023 - May 2023
• Prepare teaching materials and assignments for the subject 'Data Mining and Machine Learning'. • Grade and proctor assignments/exams and QA during office hours and on Blackboard/Student Emails. • Prepare teaching materials and assignments for the subject 'Data Mining and Machine Learning'. • Grade and proctor assignments/exams and QA during office hours and on Blackboard/Student Emails.
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Revantage, A Blackstone Portfolio Company
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United States
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Real Estate
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400 - 500 Employee
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Technology Intern
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Jun 2022 - Aug 2022
• Designed Data Models and built Data Pipelines for Databases & Data Warehouses of Blackstone’s hospitality sector. • Built Analytical dashboards to monitor Data Pipelines and obtain insights on real estate data. • Designed Data Models and built Data Pipelines for Databases & Data Warehouses of Blackstone’s hospitality sector. • Built Analytical dashboards to monitor Data Pipelines and obtain insights on real estate data.
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Creda Health
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United States
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Wellness and Fitness Services
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1 - 100 Employee
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Software Engineer
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Jan 2021 - Jul 2021
• Dealt with the World's Largest database of suspected side/adverse effects (World Health Organization). • Collaborated closely with senior management to connect product goals with medical research & identify data applications. • Initiated and led the project of creating a recommendation system for alteration of medicine dose in side effect events with variance explained above 85%. • Dealt with the World's Largest database of suspected side/adverse effects (World Health Organization). • Collaborated closely with senior management to connect product goals with medical research & identify data applications. • Initiated and led the project of creating a recommendation system for alteration of medicine dose in side effect events with variance explained above 85%.
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Intelligent Machines Lab
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Data Analyst
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Sep 2018 - Dec 2020
• Identified and achieved accuracy above 90% in classification to catch medicine suspect for side effects and predict the effect’s severity. • Innovated 3 research topics by exploring data on medical and healthcare topics with subject matter experts. • Performed Ad hoc analysis to support decision making and identifying new opportunities. • Designed and Adapted Data Models and maintained Databases & Data Warehouses, combining diverse applications. • Increased user engagement by 5 times more by analyzing and tracking UX. • Scraped data for different machine learning applications and data validation. • Saving ~ 2 hours of manual work each day by creating scripts to automate data tasks. • Improved user engagement by 25% by developing a chatbot that generate reports of health management recommendations • Coordinated with the development team to build real-time analytical dashboards and integrated third party APIs. Show less
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Education
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Illinois Institute of Technology
Master's degree, Information Technology and Management -
JSS ACADEMY OF TECHNICAL EDUCATION, NOIDA
Bachelor of Technology, Electrical Engineering