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Filtering by: Advisor Blais, Marcel Y. Major Computer Science Subject Computing

1. FinTech Project B23 - Creating A Minimum Viable Product for Worcester Red Sox’s Enterprise Mobile Application

Keyword:: TypeScript, Regression Analysis of Ticket Sales, Mobile App, Dynamic Pricing, Ticketing, Rewards, React Native, and Interactive Map
Creator:: Barry, Mohamed, Rosenstein, David, and Duran, Miguel
Advisor:: Wong, Wilson, Sarnie, Robert, Saberi, Sara, Blais, Marcel Y., O'Connor, Michael, and Cuneo, Joshua M.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-02-21
Resource Type:: Major Qualifying Project

2. An Examination of Share Buyback Program Execution

Keyword:: Buyback, Machine Learning, Repurchase, Corporate Finance, LSTM, and RNN
Creator:: Chiocchio, Robert
Advisor:: Sturm, Stephan, Hansen, Peter H., Blais, Marcel Y., and Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-21
Resource Type:: Major Qualifying Project

3. FinTech Project B23 - Enhancing Investment Management - Data Science

Keyword:: ChatGPT OpenAI, Data Science, Large Language Model (LLM), Prompt Engineering, Financial Deal Documents, and Azure Data Lake
Creator:: Liao, Maya, Shemesh, Nathan, Amicarella, Dante, and LaRusso, Sarah
Advisor:: Sarnie, Robert, Blais, Marcel Y., Wong, Wilson, and Danke, Manasi
Publisher:: Worcester Polytechnic Institute
Date Created:: 12/13/2023
Resource Type:: Major Qualifying Project

4. FinTech Project B23 - Micronotes - Process Automation & Data Matching

Keyword:: Machine Learning, Geospacial Zip Code Analysis, Data Matching, Azure Databricks, Big Data, and Process Automation
Creator:: Curley, Griffin, Goings, William, and McCormick, Mirandi
Advisor:: Ryan, Jim, Blais, Marcel Y., Sarnie, Robert, Wong, Wilson, and Danke, Manasi
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-12-15
Resource Type:: Major Qualifying Project

5. Development of Predictive and Prescriptive Analytical Models Using Customer, Revenue, and Usage Data

Keyword:: Random Forests, Decision Trees, Customer Lifetime Value, Predictive Analytics, Churn Prediction, and Machine Learning
Creator:: Wu, Shiyu, Bazakas-Chamberlain, William, O'Connor, Michael, and Kihu, Abigael
Advisor:: Sarnie, Robert, Blais, Marcel Y., Wong, Wilson, and Pins, George D
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-14
Resource Type:: Major Qualifying Project

6. Analyzing Housing Market Trends with Data and External Factors

Keyword:: Databricks, Seasonal-Trend Decomposition with LOESS (STL), Power BI, ARIMA, Real Estate, and Fintech
Creator:: Proko, Aleksander, Zhu, Yueting, Bolduc, Alex, and Brunelle, Reagan
Advisor:: Blais, Marcel Y., Sarnie, Robert, Elmes, Michael B., and Wong, Wilson
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-14
Resource Type:: Major Qualifying Project

7. Fidelity: AI Based Anomaly Detection

Keyword:: Classification and Regression Decision Trees (CART), ARIMA, AI Anomaly detection, Seasonal Trend Decomposition using LOESS (STL), Snowflake SQL, and Financial data
Creator:: Koshkarova, Aruzhan, Sirois, Mitchell, Kumar, Nathan, and Zhou, Austin
Advisor:: Blais, Marcel Y., Sarnie, Robert, and Wong, Wilson
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-15
Resource Type:: Major Qualifying Project

8. Worcester IS Fab Lab MQP Blockchain and Machine Learning Report

Keyword:: Filecoin, machine learning, IPFS, fintech, pavement predictions, and blockchain smart contract
Creator:: Morreale, Cameron, Debare, Joshua, Shang, Qingbei, Konadu, Mabel, and Moody, Kelsey
Advisor:: Blais, Marcel Y., Zhang, Haichong, Wong, Wilson, and Sarnie, Robert
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-15
Resource Type:: Major Qualifying Project

9. FinTech Project B21 - Fidelity - Procurement Categorization of the Current Spend Trends

Keyword:: Machine learning, Agile Scrum, Scikit-Learn, Python, Natural language processing, and Categorization of spend trends
Creator:: Ingram, Neville
Advisor:: Wong, Wilson, Blais, Marcel Y., and Sarnie, Robert
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-23
Resource Type:: Major Qualifying Project

10. Portfolio Optimization Using Reinforcement Learning

Keyword:: Q-Learning, Reinforcment Learning, Complexity Analysis, DDQN, and Stock Model
Creator:: Owuor, Hezi, Davis, Jason, and Schwarzrock, Erich
Advisor:: Sturm, Stephan, Paffenroth, Randy Clinton, and Blais, Marcel Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-24
Resource Type:: Major Qualifying Project