| Case Studies |
| Name |
Summary |
Proficiencies |
Date |
| Hotel Booking Cancellation Prediction |
Historically, hotel cancellations have been an area of concern for overall revenue
because hotels are unable to determine with great precision, the likelihood that a
reservation will be cancelled. If the reservation is cancelled, the hotel will lose
money depending on how close it is to the check-in date. To better understand if a
cancellation will occur, we will need to better understand the other variables and
their correlation to a cancellation. |
Decision Systems, Random Forests |
March 10th, 2024 |
| SPAM Messaging |
Spam is a major issue in Personal Privacy and Security with respect to Technological
innovations such as Short Messaging Services (SMS). SMS spam specifically, is the act
of sending unsolicited messages containing advertising (not harmful) as well as malicious
(harmful) links. As a Data Science Manager at Cyber Solutions, I have been tasked with
utilizing Natural Language Processing (NLP) to identify and classify those malicious
messages prior to our employees receiving them on their phones. |
Natural Langugage Processing (NLP) |
April 14th, 2024 |
| Prompt Engineering |
In today’s environment, we have significant amounts of feedback data from customers that we can
use to improve our business’ performance. In this instance, we are working for a Restaurant company
and are aggregating customer feedback to understand how we are doing overall. From here, we
can identify and prioritize areas for improvement, while also understanding our strengths to further
build our competitive advantage. |
Prompt Engineering - CoPilot |
May 5th, 2024 |
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