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Author: actions-user

PROFILE_README.md

@@ -1,43 +1,39 @@
 # Badre Abderrahmane Alloul
-
 **Geospatial Data Scientist & Computational Hydrologist**  
-*Turning research prototypes into production-grade spatial systems.*
+*From research notebooks to production systems: flood, climate, energy.*
 
-[![Portfolio](https://img.shields.io/badge/View_Full_Portfolio-00d4aa?style=for-the-badge&logo=google-earth&logoColor=white)](https://badibosspy.github.io)
+[![Portfolio](https://img.shields.io/badge/Portfolio-badibosspy.github.io-00d4aa?style=for-the-badge&logo=google-earth&logoColor=white)](https://badibosspy.github.io)
 [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-0077b5?style=for-the-badge&logo=linkedin)](https://linkedin.com/in/badre-abderrahmane-alloul)
-[![Email](https://img.shields.io/badge/Email-Contact_Me-D14836?style=for-the-badge&logo=gmail&logoColor=white)](mailto:[email protected])
+[![Email](https://img.shields.io/badge/Email-badrallouldjazairi%40gmail.com-D14836?style=for-the-badge&logo=gmail&logoColor=white)](mailto:[email protected])
 
 ---
 
-### ◈ What I Do
-
-I build scalable, automated workflows for **flood modeling**, **climate risk analytics**, and **energy infrastructure planning**. My work bridges the gap between scientific code (notebooks, prototypes) and reliable production systems (pipelines, APIs, dashboards).
-
-### ◈ Core Expertise
+## What I actually do
+I design and ship geospatial workflows that withstand production: flood-risk models, climate data pipelines, and energy-infrastructure analytics. Everything is tested, containerized, and documented.
 
-| Domain | Focus Areas |
-| :--- | :--- |
-| **Computational Hydrology** | Flood risk modeling, dam safety analytics, hydrological simulation (Wflow-SBM, HEC-HMS). |
-| **Energy Systems** | Hydropower optimization, renewable site suitability, off-grid electrification planning (OnSSET). |
-| **Geospatial Engineering** | High-performance raster/vector processing, spatial databases, and automated mapping pipelines. |
+## Core capability map
+| Domain | What I deliver |
+| :-- | :-- |
+| Computational Hydrology | Flood modeling, dam safety analytics, hydrological simulation (Wflow-SBM, HEC-HMS). |
+| Energy Systems | Hydropower optimization, renewable siting, off-grid least-cost electrification (OnSSET). |
+| Geospatial Engineering | High-performance raster/vector pipelines, spatial DB design, automated mapping. |
 
-### ◈ Technical Stack
+## Stack I actually use
+`Python · GeoPandas · Rasterio · GDAL · PostGIS · QGIS · Dask · xarray · NumPy · Pandas · SciPy · TorchGeo · U-Net · STAC · COG · AWS (S3/Lambda/EC2) · Docker · SLURM · FastAPI`
 
-*   **Geospatial**: `GeoPandas` `Rasterio` `GDAL` `QGIS` `PostGIS` `Shapely`
-*   **Computation**: `Dask` `xarray` `NumPy` `Pandas` `SciPy`
-*   **Infrastructure**: `AWS (S3, Lambda)` `Docker` `SLURM` `FastAPI`
-*   **Remote Sensing**: `Sentinel-2` `TorchGeo` `U-Net` `STAC` `COG`
+## Selected outcomes (concise)
+- **INRAe (2025)**: National flood-damage analysis cut from days to hours (Dask/xarray on SLURM); PyQGIS plugin (NDVI/EVI/NDWI/NBR) deployed to field teams with FR/EN docs.  
+- **REOR20 (2023–2025)**: Serverless flood-risk data lake (S3/STAC/COG); country-scale DEM automation (GDAL/SAGA); FastAPI + PostGIS hazard API with sub-second reads.  
+- **ENGIE / CNR (2021–2023)**: Hydropower forecasts (SCADA + ERA5), cascade dependency graph (NetworkX), PV/wind siting (GeoPandas + MCDA), OnSSET least-cost off-grid scenarios.  
+- **ANBT (2019–2020)**: PostGIS schema for 150+ dams with sub-500 ms queries; IDF automation for ungauged basins; PyQGIS DEM/watershed tool for field teams.
 
-### ◈ Selected Experience
-
-*   **INRAe** (2025): Optimized nationwide flood damage analysis, reducing processing time from days to hours using Dask/SLURM.
-*   **REOR20** (2023–2025): Architected a serverless flood-risk data lake and automated country-scale DEM processing pipelines.
-*   **ENGIE / CNR** (2021–2023): Built operational forecasting tools for a 4GW hydropower portfolio and renewable energy site selection systems.
-*   **ANBT** (2019–2020): Designed the foundational spatial database for 150+ dams to support national water resource planning.
+## How I work
+- Reproducible: versioned environments, containers, tests.
+- Scalable: chunked arrays, lazy eval, HPC/SLURM patterns.
+- Observable: metrics, validation steps, and clear handover docs.
+- Direct: no buzzwords—only what runs and serves.
 
 ---
 
-> *"Precision is the only substitute for scale."*
-
-[**Explore my full portfolio & interactive projects →**](https://badibosspy.github.io)
+**Let’s build:** [badibosspy.github.io](https://badibosspy.github.io) · [LinkedIn](https://linkedin.com/in/badre-abderrahmane-alloul) · [Email](mailto:[email protected])
 

README.md

@@ -1,8 +1 @@
-# Badre Abderrahmane Alloul — Portfolio
-
-Minimal, production-focused portfolio. Deployed on GitHub Pages.
-
-**Live site:** https://badibosspy.github.io  
-**Profile:** https://github.com/BadibossPy  
-**LinkedIn:** https://linkedin.com/in/badre-abderrahmane-alloul  
-**Email:** [email protected]
+# portfolio-source