Selected Projects
A collection of machine learning, deep learning, NLP, and AI projects I've built - spanning diagnostic systems, classification, regression, and RAG.
UAJY Academic RAG Chatbot
RAG & LLM Assistant
An AI-powered academic handbook assistant with PDF chunking, FAISS vector retrieval, and Google Gemini 2.5 Flash with 100% recall benchmark.
OncoClass: Tumor Classification
Healthcare AI & Machine Learning
An end-to-end ML pipeline & interactive Streamlit app for exploring malignant vs. benign breast tumor classification (99.5% ROC-AUC, 97.4% accuracy).
Iris Model Garden
Interactive Model Comparison Lab
An interactive machine learning laboratory comparing 5 classification algorithms (Random Forest, SVM, Logistic Regression, KNN, Perceptron) with 2D decision boundary visualization.
Weather Model Observatory
Multi-Class Weather Classification & Analytics
An end-to-end ML observatory classifying daily weather conditions (drizzle, fog, rain, snow, sun) with tuned pipelines, batch prediction, and model diagnostics.
