Exploring the Frontiers of AI
Mastering Machine Learning
One Project at a Time.
Welcome to AI Journal. This is my professional portfolio where I document my learning path and showcase advanced ML models from scratch to production.
Python
PyTorch / TF
Scikit-Learn
Pandas
Data Viz
Featured Projects
Selected work that represents my expertise in ML applications.
Classification K-Means
Iris Flower Classifier
The classic classification task, distinguishing among three species of iris based on sepal and petal measurements.
Neural Networks MNIST
Digit Recognizer
Implementation of a digit recognition system using handwritten digit data, comparing traditional ML vs basic neural nets.
Naive Bayes
Spam Classifier
A text classification project using Naive Bayes to filter spam emails from legitimate ones based on message content.
Random Forest Fashion
Fashion MNIST Classifier
Classifying articles of clothing using advanced ensemble methods and CNNs for high-accuracy fashion recognition.