Fusing intelligence with innovation — I explore the synergy of AI, Machine Learning, and Data Science to uncover insights, build smarter systems, and shape the next generation of technology.
I turn data into decisions — building ML pipelines, dashboards, and reproducible analytics for real-world impact.
- Design and implement ML pipelines for prediction, classification, and forecasting.
- Build interactive visualizations & dashboards with Plotly, Streamlit and Dash.
- Apply explainability (SHAP / LIME) and robust validation for trustworthy models.
- Explore AI applications for construction, sustainability, and smart-city analytics.
| Project | Preview | Short description |
|---|---|---|
| House Price Predictor | Regression pipeline, EDA, feature engineering, SHAP explainability, deployed with Streamlit. | |
| University Dashboard | Interactive Plotly dashboard for departmental analytics and visual storytelling. | |
| AI Construction Analytics | Cost estimation & sustainability forecasting using ML experiments and notebooks. |
- ✅ Python for Data Science — NumPy, Pandas
- ✅ Exploratory Data Analysis & Visualization — Matplotlib, Plotly
- 🔄 Machine Learning — Scikit-learn, model tuning, cross-validation
- 🔜 Deep Learning — TensorFlow, Keras (CNNs, Transformers)
- 🔜 Model Deployment & MLOps — Streamlit, FastAPI, Docker, GitHub Actions
Explore my work and projects in Machine Learning, Artificial Intelligence, and Smart Infrastructure.
Made with 💡 • AI • Machine Learning • Data Science — HembenDev