I analyzed a data set containing the sex, class, age, fare price, etc. of passengers on the titanic to predict whether or not they survived. I used a decision tree in Jupyter Notebook to classify the data and deciphered the best minimum split. Then I drew conclusions about the survivability of different passengers based on the factors detailed in the tree. Through this project I was able to further my understanding on decision tree analysis and apply it to a topic of my own interest.
Search Results for: --------
MIS PRO Assignment Loan Data
Using a data set that gave person and whether they qualified for a loan. The variables included were a person’s age, income, credit score, gender, occupation, education level, and marital status. I found the best value for the minimum split and the highest using the decision tree algorithm; and also found the lowest node probability. Lastly, I used the four examples from the dataset and predicted whether they would qualify for the loan or not.
MIS 2402 PRO Points Project
I made a colorful hot cocoa business. I learned how to upload pictures and an about page on a website and how to make a functional calculator.
https://misdemo.temple.edu/tup12352d/hot%20cocoa%20finished/
April’s Fabrics
Successfully built a multi-page HTML-based website for an imaginary business, complete with an interactive calculator. For this assignment, I chose to represent an imaginary custom-cut fabric shop, who sell specialty fabrics at any size needed. Customers can select their fabric of choice on our inventory page and then use our calculator to get an price quote on their selected fabric in their needed size. This project strengthened my HTML skills significantly and helped solidify my basic HTML knowledge.
AWS Academy Graduate – AWS Academy Cloud Foundations
I recently earned the AWS Academy Graduate – AWS Academy Cloud Foundations badge while studying at Temple University under the guidance of Professor Mart Doyle. This program, sponsored by AWS Academy, provided an in-depth introduction to cloud computing, emphasizing AWS services and their practical applications.
Throughout the course, I gained valuable knowledge in key areas such as AWS infrastructure, cloud security, networking, storage, and database solutions. This certification highlights my foundational understanding of cloud computing and my ability to contribute to cloud-driven projects. I look forward to utilizing these skills in future professional roles to support innovation and operational excellence.
Retrieval Augmented Generation AI Chatbot Pipeline
Project Title: Retrieval Augmented Generation Chatbot Project
Overall Goal: Create an AI-driven chatbot that understands and interprets the EU AI Act. The project focuses on implementing a multi-agent approach for effective prompt engineering and risk assessment, ensuring the chatbot aligns with EU AI regulations.
Outcome: Fully functional prototype that demonstrates effective PDF parsing, a well-structured knowledge base, and a robust multi-agent system capable of assessing risks and providing advice in alignment with the EU AI Act to businesses as well as documentation detailing the project’s development process, key challenges, and solutions.
Tools & Languages:
- Python (pandas, numpy, elasticsearch, milvus, lang chain, etc)
- Jupyter Notebook
- Google Collab
- Google Cloud (Gemini, Google Storage, Elastic Cloud, etc)
- Open AI GPT API
MIS 3535 project
Microsoft Project 2016 Essential Training
I developed a strong grasp of Microsoft Project 2016 and learnt how to efficiently oversee projects from inception to completion in this course. In order to create realistic timetables, I looked at how to put up project components such as tasks, milestones, and resources and connect them. Additionally, I learned how to monitor workloads, control resource availability, and maintain projects on schedule and under budget. Project 2016’s new features, such as the “Tell me what you want to do” area and numerous timelines, improved the efficiency of my job. I felt competent by the end of the course in monitoring developments, resolving scheduling conflicts, and disseminating project information in various ways to guarantee project delivery success.
Learning Design Thinking: Lead Change in Your Organization
An in-depth overview of design thinking, a user-centered approach to problem-solving that prioritizes creativity and teamwork, is given in this course. By examining important tactics including customer journey mapping, concept creation, prototyping, and service blueprint building, it helps executives cultivate a design thinking attitude within their teams. In order to illustrate how design thinking revolutionizes firms at scale, author Turi McKinley offers insights from her experience working at frog, a worldwide design and strategy agency. The course explores the leadership styles, roles, and environments required for successful design thinking, including interacting with people of all backgrounds and abilities. It also emphasizes hypothesis generating, creative teamwork, and quick prototyping to advance designs. In order to exchange educational experiences and deepen their understanding through dialogue, participants are urged to join a LinkedIn group. By the end, students will have the skills necessary to coordinate teams, lead change, and apply design thinking to spur creativity.


Website Design Project – MIS 2402
This project was for my MIS 2402 class in which we were tasked to utilize all of the skills we learned within our time this semester, including frameworks/libraries such as Bootcamp, CSS, HTML, JavaScript, and jQuery. I created a website for a fictional business that dealt with pet grooming, which helped me reinforce key concepts that we learned in class.
I created a landing page and four additional pages to simulate a business’ website, with the four additional pages linking to ‘About Me’, ‘FAQ’, ‘Portfolio’, and ‘Cost Calculation’ sections separate from the landing page itself. I utilized all the aforementioned skills to create these pages, with the ‘Cost Calculation’ page featuring jQuery as the building blocks for the script.
2402 PRO points website
I created a website for an imaginary business using JavaScript, HTML, and CSS skills I learned in MIS 2402, Web Application Development, with Laurel Miller. The website contains an index and about page, as well as price estimate calculator, reservation, and contact us pages. The website is accessible through misdemo at https://misdemo.temple.edu/tuq27668j/2402_PRO_points/index.html. Through the project I was able to experiment and put the information I learned through the course to practical use, taking inspiration from class activities and assignments to build a functioning website.
CJ’s Boxing Gym
The created website is comprised of four linked HTML files that also incorporate CSS for aesthetics and JavaScript for functionality. The website is designed to mimic the home website of a boxing gym and includes both image and hyperlink tags in JavaScript. The website also includes a built-in calculator to calculate the cost of both a gym membership and boxing classes.
