Electrical Engineer | Machine Learning | Predictive Maintenance | Digital Twin Research
class DataEngineer:
def __init__(self):
self.name = "Bryant Musi Babila"
self.role = "AI Consultant & Data Engineer"
self.location = "Cameroon"
self.focus = ["Predictive Maintenance", "Energy Analytics", "XAI", "Digital Twins"]
def current_work(self):
return "Building intelligent systems for power grid optimization"| Project | Description | Tech |
|---|---|---|
| gridops-agentic-ai | Multi-Agent AI System for Distribution Network Contingency Management and Automated Grid Reconfiguration |    |
| distribution-reliability-outage-analytics | SAIDI, SAIFI, CAIDI analytics & Cost of Energy Not Supplied (CENS) estimation with ML insights |  |
| Project | Description | Tech |
|---|---|---|
| xai-load-forecasting | Explainable AI Load Forecasting with SHAP and LightGBM for electrical systems |   |
| xai-churn-predictor | Customer Churn Prediction with SHAP & LIME, featuring interactive Streamlit dashboard |  |
| Project | Description | Tech |
|---|---|---|
| predictive-maintenance-iot-sensors | Equipment failure prediction from IoT sensors - 95.8% accuracy on NASA C-MAPSS dataset |  |
| solar_energy_analysis | Solar power generation analytics for performance optimization and production planning |  |
| Project | Description | Tech |
|---|---|---|
| OptiMetrics | Open-source hardware metrics collection for Windows/Linux/macOS with privacy-focused design |  |
| company-growth-analyzer | AI-powered company growth analysis with ML models for predicting growth trajectories | |
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💡 Open to collaborations on AI/ML projects in energy, predictive maintenance, and industrial IoT