Who is Alice Yi Ye? Overview
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Quick answer
Alice Yi Ye is listed as Incoming Summer Intern at Barclays, based in New York, United States. AeroLeads shows a matched LinkedIn profile for Alice Yi Ye.
Alice Yi Ye previously worked as Research Assistant at Nus Computing and Data&AI at Microsoft. Alice Yi Ye holds Master Of Science - Ms, Business Analytics from Columbia University.
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Email format at Barclays
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Barclays
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Profile bio
About Alice Yi Ye
With a robust background in Business Analytics, I offer a dynamic mix of technical expertise and industry insights, ideal for roles in machine learning, quantitative analysis and business analytics.Combining advanced skills in Python programming, machine learning, and data visualization, I have navigated complex challenges across diverse sectors.My experience ranges from establishing foundation in financial analysis at KPMG, optimizing workflow efficiency at Boehringer Ingelheim, to diving deep into machine learning at JD.com and Microsoft Data & AI.My journey has been characterized by a rapid adaptability to new environments and a fervent passion for learning industrial knowledge.I am eager to contribute my distinctive capabilities to a pioneering organization, driving data-driven solutions and developing strategic insights.
Current workplace
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7 roles
Alice Yi Ye work experience
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Research Assistant
• Implemented prompt engineering algorithm on Jupyter Notebook to uncover GPT-4.0’s output generation process• Conducted literature reviews on promotion strategies of digital platforms, providing concise summaries to streamline faculty's workload• Performed network analysis on over 1 million GitHub user data, achieving 33% runtime optimization using a custom pairwise distance algorithm
Aug 2023 - Apr 2024
Data&Ai
• Conducted extensive data preprocessing and feature engineering on over 140k lines of historical hotel price data, laid solid foundation for ML model building• Developed and deployed a Python-based machine learning pipeline independently and achieved an accuracy of 87%, succeeded in automating hotel price prediction for external parties in the US• Performed research about feasibility of resuming in-person work during the Omicron phase of pandemic, assisted with data visualizations leveraging Python and Tableau
Jul 2023 - Oct 2023
Analytics, Insights & Forecasting
• Automated manual preprocessing of campaign data with Python, reducing team’s workload by 2 days per month• Crafted an 81-page playbook showcasing company’s data visualization platform, engaged 10+ colleagues from various teams in refining playbook• Constructed SQL queries on AWS to extract and preprocess raw market data, designed 293 dynamic Tableau worksheets and 38 dashboards
Jan 2023 - Jun 2023
Business Analyst Intern
• Conducted data cleaning and discretization on over 140k lines of shopping data to establish product categories• Performed time series analysis on sales data using Python's ARIMA model, produced visualizations to aid future sales prediction
Sep 2022 - Nov 2022
Teaching Assistant
Aug 2022 - Nov 2022
Risk Consulting Intern
• Conducted extensive research on the risk appetite for 8+ categories of financial institutions using The Law & Regulations database• Supported clients in building a comprehensive financial risk reporting system with PowerPoint presentations• Scrutinized annual reports of commercial banks, employed Excel for data collection and visualizations to identify critical trends in key revenue metrics, facilitating strategic insights for stakeholders
Jul 2022 - Aug 2022
2 education records
Alice Yi Ye education
Master Of Science - Ms, Business Analytics
Bachelor Of Science, Business Analytics
FAQ
Frequently asked questions about Alice Yi Ye
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What company does Alice Yi Ye work for?
Alice Yi Ye works for Barclays.
What is Alice Yi Ye's role at Barclays?
Alice Yi Ye is listed as Incoming Summer Intern at Barclays.
Where is Alice Yi Ye based?
Alice Yi Ye is based in New York, United States while working with Barclays.
What companies has Alice Yi Ye worked for?
Alice Yi Ye has worked for Barclays, Nus Computing, Microsoft, Boehringer Ingelheim, and Jd.Com.
How can I contact Alice Yi Ye?
You can use AeroLeads to view verified contact signals for Alice Yi Ye at Barclays, including work email, phone, and LinkedIn data when available.
What schools did Alice Yi Ye attend?
Alice Yi Ye holds Master Of Science - Ms, Business Analytics from Columbia University.
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