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1. SQLi-Detection-ML-Project SQLi-Detection-ML-Project Public

   Academic research project exploring ensemble machine learning techniques for SQL Injection detection using stacked and voting classifiers.

   Jupyter Notebook

2. ai-sentiment-emotion-analysis ai-sentiment-emotion-analysis Public

   Dual-task NLP system that performs Emotion Detection (6 classes) and Sentiment Analysis (Positive/Negative/Neutral) using TF-IDF and Logistic Regression, with deployment using Streamlit.

   Jupyter Notebook 2

3. ai-portfolio-assistant ai-portfolio-assistant Public

   An AI-powered chatbot trained on my resume and portfolio to answer questions about my education, experience, projects, and skills.

   CSS 1

4. Depression-Prediction-ML-Project Depression-Prediction-ML-Project Public

   Built a machine learning model to predict depression using psychological data. Trained and evaluated Logistic Regression, Extra Trees, and XGBoost models, achieving over 90% accuracy and 80% precis…

   Jupyter Notebook 1

5. Gender-Classification-from-Images-using-CNN Gender-Classification-from-Images-using-CNN Public

   A simple deep learning web app that predicts the gender (Male or Female) of a person based on an input image. The model is trained on a labeled dataset of face images using a Convolutional Neural N…

   Python

6. Heart-Disease-Prediction-ML-Baseline-Model Heart-Disease-Prediction-ML-Baseline-Model Public

   Heart disease prediction using ML on 270 patient records. Logistic Regression achieved 92.6% accuracy, outperforming Random Forest. Demonstrates that simpler models can beat complex ones on small d…

   Jupyter Notebook