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Filtering by: Advisor Blais, Marcel Y. Remove constraint Advisor: Blais, Marcel Y. Subject Industry Remove constraint Subject: Industry

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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
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
FinTech Project B23 - Fidelity - Customer Data Exploration and Analysis with a Geo-Spatial Focus

Keyword:

Power BI, Dashboard, Streamlit-Folium, Asset Mapping, Customer Analytics, and Geo-Spatial

Creator:

Phan, Sandra, Lafond, Jack, and Jerusal, Janette

Advisor:

Sarnie, Robert, Blais, Marcel Y., Danke, Manasi, and Ryan, Jim

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-01-11

Resource Type:

Major Qualifying Project
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
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
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
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
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
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
FinTech Project B21 - Angelo Gordon - Migration Patterns

Keyword:

WallStreetBets, Machine learning, sentiment analysis, linear regression, employment trends, and FinTech

Creator:

Gebler, Luke, Nicklas, Andrew, and Ma, Zhifei

Advisor:

Wong, Wilson, Sarnie, Robert, and Blais, Marcel Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-14

Resource Type:

Major Qualifying Project

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Major Qualifying Projects11

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Creator

Amicarella, Dante1
Bazakas-Chamberlain, William1
Bolduc, Alex1
Brunelle, Reagan1
Curley, Griffin1
more Creators »

Advisor

Blais, Marcel Y.[remove]11
Danke, Manasi3
Elmes, Michael B.1
Paffenroth, Randy Clinton1
Pins, George D1
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Project Center

Switzerland Project Center - MQP1

Major

Actuarial Mathematics1
Business4
Computer Science10
Data Science4
Management1
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Publisher

Worcester Polytechnic Institute11

Subject

Computing11
Energy1
Industry[remove]11
Innovation9
Learning1
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UN SDG

7 - Affordable and Clean Energy1
9 - Industry, Innovation and Infrastructure1
Not Specified10

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Major Qualifying Project11

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