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1. Bias-Detection-in-Recruitment-Using-ML Bias-Detection-in-Recruitment-Using-ML Public

   This project applies machine learning to detect bias in recruitment decisions, analyzing gender disparities using fairness metrics like Disparate Impact and Statistical Parity Difference, with resu…

   Python 67 16

2. Air-Quality-Index-Prediction-Using-ML-and-IoT-Sensor-Data Air-Quality-Index-Prediction-Using-ML-and-IoT-Sensor-Data Public

   This project simulates IoT sensor data to predict Air Quality Index (AQI) using machine learning. It generates synthetic datasets, computes AQI, trains multiple models, and provides evaluation metr…

   Python 66 1

3. Predicting-Groundwater-Iron-Concentration-from-Borehole-Data Predicting-Groundwater-Iron-Concentration-from-Borehole-Data Public

   This study aimed to model and predict iron concentrations in groundwater within Yenagoa, Bayelsa State, Nigeria, using machine learning techniques. It focused on evaluating spatial variability and …

   69 38

4. Data-driven-assessment-of-soil-heavy-metal-contamination-Rivers-State-Nigeria-using-multivariate- Data-driven-assessment-of-soil-heavy-metal-contamination-Rivers-State-Nigeria-using-multivariate- Public

   This study leverages data science methodologies to quantitatively assess soil contamination in Joinkrama, Ahoada West LGA, Rivers State, Nigeria. Employing a structured geospatial and statistical p…

   Python 59 1

5. A-hybrid-AI-model-integrating-LSTM-XGBoost-and-K-means-for-interpretable-prediction-_-clustering A-hybrid-AI-model-integrating-LSTM-XGBoost-and-K-means-for-interpretable-prediction-_-clustering Public

   A Hybrid Machine Learning Framework for Water Quality Assessment and Contamination Clustering in the Niger Delt

   Python 55 21

6. Renewable-Energy-Demand-Forecasting-Using-Time-Series Renewable-Energy-Demand-Forecasting-Using-Time-Series Public

   This project forecasts renewable energy demand using LSTM-based time series models. It processes historical demand data, trains predictive models, and visualizes future trends, enabling better plan…

   Python 82 22