My group and I created a powerpoint that showed what pitchers needed to be cut from the phillies 2025 roster based on key stats from the 2025 season. The main statistics we analyzed through tableau workbooks were Whip and WAR. Group Project
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Data analysis and decision trees
MIS2502-PRO_Points_Assignment (1)
I undertook an independent data analysis project using Decision Tree classification on a real medical diagnostic data set that was not covered in the course. This project aimed to create a classification model to diagnose tumors as malignant or benign using clinical metrics of cell nuclei. I conducted hyperparameter tuning tests with various ‘minimum sample split’ values to reduce overfitting on the training data to achieve the best accuracy of 93.9% on the test data, using a value of 20. This project illustrates how predictive analytics can be used to enhance diagnostic accuracy in medicine.
Special Purpose Calculator
My job was to create a special calculator that can be used for any purpose I want. As the developer of the website, I decided to make one that product owners could use to decide whether a feature or product they want to create is a financially smart decision. The calculator would specifically output total revenue, return on the investment(ROI), and a priority score to determine what project to start with. By working on this project, I sharpened my skills with JavaScript and learned how to involve real-world concepts in coding.
Finance and Macro calculator
For this project we were tasked to create a basic loan calculator where the payback period, interest, and loan amount can be used to find the monthly payments and added interest. The next calculator I made for this project was a macro calculator that tells you the amount of protein, fats, and carbs you need to get to your body goals. The 3 selections were if you want to lose weight, gain muscle, or maintain body weight. All you need to do is pick one of these options, input your weight and the amount of calories you look to consume. This will spit out the numbers you should follow as a guide to get to the correct goals. https://misdemo.temple.edu/tut47132r/project2/ https://misdemo.temple.edu/tut47132r/project/
Email ROI Predictor
I’m so excited to share my latest class project: an Email ROI Predictor, I built this tool to help people see how much money an email campaign might make. You just plug in your numbers, and it calculates the revenue for you. It was a great way to practice my coding skills and learn more about web development.

Final Project – MIS2402
Loan Calculator and Student Budget/Savings Calculator
In this project, I used an AI tool to create two special-purpose calculators. One being a loan repayment calculator and the second being an student budget/savings calculator.
The loan calculator works from being given a loan amount, a loan term (in years), and an annual percentage rate (APR). It then calculates a monthly payment, the total amount paid, and the total amount of interest paid. This tool can be helpful for those to keep track of monthly payments they are making and the amount of interest they are being charged for their loan.
The student budget/savings calculator calculator gives you the option to help you budget your weekly/bi-weekly/monthly expenses. As a college student for everyday expenses like going out, food, transportation, etc. Using this tool can ease the stress of college students trying to be frugal with the limited amount of money they have as of now.
Loan Calculator:
https://misdemo.temple.edu/tuq89382m/project/
Student Budget/Savings Calculator:
Mobile Auto Detailing Profit Calculator
I created a Mobile Detailing Profit Calculator as a self-directed technology project. My role was to design and build a web-based calculator that helps a mobile detailing business estimate profit by entering key information such as service price, supply costs, travel expenses, and labor time. Through this project, I applied my knowledge of HTML, CSS, JavaScript, and basic business analysis to create a tool that is both practical and user-friendly. I learned how technology can support small business decision-making by turning everyday costs and revenue information into clear financial insights. This project also strengthened my problem-solving skills, attention to detail, and ability to connect technical development with real business needs. https://misdemo.temple.edu/tus91458a/project2/
Loan Calculator and DCF Model
This project was part of my Web Development class. It taught me how to leverage my AI prompting knowledge to utilize AI’s technical coding skills and my knowledge of JavaScript to supervise the structure. Calculator Project
Final Project – MIS2402
In my MIS 2402 course at Temple University, I worked on a project where I used AI tools to help build and deploy two web-based calculators. My job was not just to generate the code using an AI chat application, but to actually test it, fix any issues, and get it running on a live web server using Bitvise. The first calculator was a loan repayment tool that figures out monthly payments and total interest based on a loan amount and APR. For the second one, I came up with my own idea and built an Investment Growth Calculator that helps users see how their money can grow over time based on things like monthly contributions and compound interest, which is useful for planning things like retirement or saving for college. Both applications were built using HTML, CSS, JavaScript, jQuery, and Bootstrap, and I had to make sure they handled bad or missing user input without crashing. The biggest thing I took away from this project is that AI can be a really helpful tool for writing code, but you still need to understand what the code is doing well enough to catch mistakes and make it actually work the way it is supposed to.
