Machine LearningKarachi AQI Forecasting System
Production-oriented serverless ML system forecasting Karachi AQI at 24h, 48h, and 72h horizons using Open-Meteo, BigQuery, GCS, GitHub Actions, and Streamlit.
/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.
7 projects
Machine Learning
AI EngineeringDakhla – AI-Assisted University Admissions Platform
Full-stack university admissions platform with AI-powered recommendations, RAG chatbot support, document ingestion, and role-based application workflows.
Computer VisionVehicle Detection and Traffic Analysis – YOLOv8m
Custom YOLOv8m computer vision system trained to detect and classify nine road-user categories from real-world Karachi traffic imagery for traffic analysis.
Machine LearningText Summarization
Implemented extractive (spaCy) and abstractive (Transformers) summarization; fine-tuned models and evaluated on news articles.
Machine LearningLoan Default Prediction
Preprocessing with imbalance handling (SMOTE), classifiers (LightGBM/SVM), and metrics reporting for lender recommendations.
Machine LearningPredict Employee Attrition
Built classification models (Random Forest, Logistic Regression) with SHAP/LIME explainability to support HR retention decisions.
Machine LearningDisease Diagnosis Prediction
EDA, feature selection, scaling, and Gradient Boosting on PIMA/Heart Disease datasets with AUC-ROC evaluation.
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