About Me
I'm Prachi Soni, a B.Tech student in Mathematics and Data Science at MANIT Bhopal, with a CGPA of 8.99. I’m passionate about technology, especially in Web Development and Machine Learning. With a problem-solving mindset and strong collaboration skills, I enjoy turning ideas into working products. Currently serving as the Technical Secretary of IEEE MANIT, I’ve helped organize technical events and workshops.
Projects
🔬 Diabetes Prediction
Built a machine learning pipeline using Python, Pandas, NumPy, and Scikit-learn to predict diabetes risk
using 70,000+ patient records. Implemented multiple classification models and achieved 77% accuracy.
View on GitHub
📊 Sorting Algorithm Visualizer
Created an interactive visualizer for Bubble, Merge, Quick, and other sorting algorithms using HTML, CSS, and JavaScript.
Optimized for smooth animations and deployed using GitHub Pages.
Live Demo |
GitHub
🌸 Iris Flower Classification
Trained a model on the Iris dataset using SVM, Decision Tree, and KNN, achieving 90%+ accuracy.
Employed feature scaling and model tuning using Python libraries.
View on GitHub
prachisoni557@gmail.com
