Machine LearningKarachi AQI Forecasting System
End-to-end ML system for forecasting Karachi air quality up to 72 hours ahead using automated feature pipelines, Hopsworks, and multiple forecasting models.
/THE PROJECTS
Machine Learning
in practice.
Exploring what’s possible with AI, machine learning and data. A closer look at the problems, the process and the work.
5 projects
Machine Learning
Machine LearningPredict Employee Attrition
Built classification models (Random Forest, Logistic Regression) with SHAP/LIME explainability to support HR retention decisions.
Machine LearningText Summarization
Implemented extractive (spaCy) and abstractive (Transformers) summarization; fine-tuned models and evaluated on news articles.
Machine LearningDisease Diagnosis Prediction
EDA, feature selection, scaling, and Gradient Boosting on PIMA/Heart Disease datasets with AUC-ROC evaluation.
Machine LearningLoan Default Prediction
Preprocessing with imbalance handling (SMOTE), classifiers (LightGBM/SVM), and metrics reporting for lender recommendations.
Open to new projects
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