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bassemsalah019-debug
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<div align="center"> <!-- **bassemsalah019-debug/bassemsalah019-debug** is a ✨ _special_ ✨ repository because its `README.md` (this file) appears on your GitHub profile. Here are some ideas to get you started: - 🔭 I’m currently working on ... - 🌱 I’m currently learning ... - 👯 I’m looking to collaborate on ... - 🤔 I’m looking for help with ... - 💬 Ask me about ... - 📫 How to reach me: ... - 😄 Pronouns: ... - ⚡ Fun fact: ... --> <div align="center"> <!-- Animated Header --> <div align="center"> <img src="https://capsule-render.vercel.app/api?type=waving&color=0:0f2027,50:203a43,100:2c5364&height=180§ion=header&text=Bassem%20Salah&fontSize=45&fontColor=ffffff&fontAlignY=38&desc=AI%20Engineer%20%7C%20Data%20Analyst%20%7C%20Petroleum%20Data%20Specialist&descSize=18&descAlignY=60" width="100%"/> <img src="https://user-images.githubusercontent.com/70382532/138322189-2db8df52-9dcb-40a0-88a8-c365466bd33d.gif" > </div> <!-- Typing Animation --> <br> </div> <table align="center"> <tr> <td align="center" width="100%"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/platane/snk/output/github-contribution-grid-snake-dark.svg"> <img src="https://capsule-render.vercel.app/api?type=waving&color=0:0F2027,30:203A43,70:2C5364,100:0F2027&height=300§ion=header&text=Bassem%20Salah&fontSize=90&fontColor=FFFFFF&animation=fadeIn&fontAlignY=35&desc=%F0%9F%94%A5%20Petroleum%20Engineer%20%7C%20Data%20Scientist%20%7C%20AI%20Innovator&descSize=18&descAlign=50&descAlignY=60&stroke=00BFFF&strokeWidth=2" width="1200%" /> </picture> </td> </tr> </table> <a href="https://github.com/bassemsalah019-debug"> <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&size=22&pause=1000&color=2C9FD9¢er=true&vCenter=true&width=600&lines=AI+%26+Machine+Learning+Engineer;Data+Analyst+%7C+Power+BI+Developer;Petroleum+Data+Specialist;Always+learning%2C+always+building+%F0%9F%9A%80" alt="Typing SVG" /> </a> <div align="center"> <a href="https://linkedin.com/in/bassemsalahpd"> <img src="https://skillicons.dev/icons?i=linkedin" /> </a> <a href="mailto:bassemsalah019@gmail.com"> <img src="https://skillicons.dev/icons?i=gmail" /> </a> <a href="https://github.com/bassemsalah019-debug"> <img src="https://skillicons.dev/icons?i=github" /> </a> <a href="https://bassemsalah.lovable.app"> <img src="https://skillicons.dev/icons?i=react" title="Portfolio" /> </a> </div> <br/> </div> --- ### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/People%20with%20professions/Man%20Technologist%20Medium%20Skin%20Tone.png" width="35" /> About Me > **"Bridging the gap between raw Earth data and intelligent AI-driven insights."** I'm **Bassem Salah**, a **Petroleum Engineer & Data Analyst** based in Cairo, Egypt 🇪🇬 — with a rare dual expertise in **Petroleum Geoscience** (BSc, Suez University) and **Data Science & AI/ML** (MCIT — DigiLines Program). I build end-to-end data pipelines, ML models, and interactive dashboards that turn complex geological and operational data into actionable decisions. My unique edge: I combine **seismic interpretation, reservoir characterization, and well log analysis** with **Python, SQL, and machine learning** — a combination very few practitioners bring to the table. - 🎓 **BSc Petroleum Engineering** — Suez University, Faculty of Petroleum & Mining Engineering *(2017–2022)* - 🤖 **AI & Data Analysis Program (9 months)** — DigiLines / MCIT Egypt *(Dec 2025 – Jun 2026)* - 🏢 **Internship (6 months)** @ Energia Inc — Reservoir Characterization & Seismic Inversion *(Mar–Jul 2022)* - 🛢️ **Well Site Geology Internship** @ Khalda Petroleum Company *(Jul 2021)* - 💼 **Freelancer** on Upwork & Mostaql - 📍 **Based in** Cairo, Egypt | 📞 +20 100 117 9269 --- ## 🛠️ Tech Stack & Skills <div align="center"> ### 🧠 AI & Machine Learning      ### 📊 Data Analytics & Visualization     ### 🗄️ Databases & Cloud    ### 🛢️ Petroleum & Geoscience      </div> --- ## 📜 Certifications <div align="center"> | 🎓 Certification | 🏛️ Issuer | 📅 Year | 🔗 | |-----------------|-----------|---------|-----| | 🤖 **AI & Machine Learning** | DigiLines — MCIT Egypt | 2026 | coming soon | | 📊 **Data Analytics Program** | DigiLines — MCIT Egypt | 2026 | coming soon | | 🧠 **Azure AI Fundamentals (AI-901)** | Microsoft | 2026 | coming soon | | ☁️ **Azure Data Fundamentals (DP-900)** | Microsoft | 2026 | coming soon | | 📈 **Power BI Data Analyst Associate (PL-300)** | Microsoft | 2026 | [View](https://learn.microsoft.com/en-us/users/bassemsalahabdelalim-6117/credentials/5b1854bd43ef5cea?ref=https%3A%2F%2Fwww.linkedin.com%2F) | | 📈 **Fabric Analytics Engineer Associate (DP-600)** | Microsoft | 2026 | [View](https://learn.microsoft.com/en-us/users/bassemsalahabdelalim-6117/credentials/984622ecda4cdcb5?ref=https%3A%2F%2Fwww.linkedin.com%2F) | | 🧠 **IBM AI Engineering** | IBM | 2026 | [View](https://www.coursera.org/account/accomplishments/specialization/1EKSFM1BYDUP) | | 📈 **Google Data Analytics** | Google | 2026 | [View](https://www.coursera.org/account/accomplishments/professional-cert/KFU00VJBZTJX) | | 🛡️ **OSHA General (HSE)** | OSHA | 2022 | [View](https://app.oshacademy-atp.com/verify/?code=260201-100-352-9bde5) | | 🛢️ **IWCF Programme Level 1** | IWCF | 2022 | [View](https://iwcflevel1programme.lovable.app) | | 🏢 **Internship Certificate** | Energia Inc | 2022 | [View](https://www.linkedin.com/feed/update/urn:li:activity:6955635836902080512/) | </div> </div> --- ## 🚀 Previous projects ### 🏋️ Body Performance ML Analytics > *Classification · Feature Engineering · Regression · SHAP Explainability · Gradio App* <table> <tr> <td width="60%"> **A full end-to-end ML pipeline** classifying physical fitness into 4 categories (A/B/C/D) from 13,393 human performance records, with a secondary regression task predicting broad jump distance (cm). **Pipeline highlights:** - 🧹 Data cleaning with IQR Winsorization & leakage-free StandardScaler inside Pipeline - ⚙️ 9 domain-driven engineered features (BMI, fitness_composite, endurance_strength…) - 🤖 5 classifiers × 6 feature subsets = **30 configurations tested** - 📉 5 regressors × 6 feature variants = **30 regression configs** - 🧠 SHAP explainability for full model transparency - 🚀 Deployed **Gradio prediction app** on HuggingFace Spaces </td> <td width="40%" align="center"> **🏆 Key Results** | Metric | Value | |--------|-------| | 🎯 Best Accuracy | **75.29%** | | 📊 ROC-AUC | **0.9193** | | 📈 Best R² | **0.7841** | | 📉 Best RMSE | **18.52 cm** | | 🔢 Records | **13,393** | | ⚙️ ML Configs | **30** | </td> </tr> </table> **🏅 Best Models:** | Task | Winner | Score | Runner-Up | |------|--------|-------|-----------| | Classification | Neural Network (128,64) + tanh | Acc=75.29%, AUC=0.9193 | SVM-RBF (72.0%) | | Basic Regression | SVR-RBF (C=100, γ=0.01) | R²=0.7817, RMSE=18.62cm | Neural Net (R²=0.7812) | | Advanced Regression | Linear Reg + All Enhanced (39f) | R²=0.7841, RMSE=18.52cm | Linear + Log+Poly (R²=0.7837) | **🔬 Top SHAP Features:** `sit-ups counts (0.145)` → `gripForce (0.118)` → `fitness_composite (0.112)` → `body fat% (0.098)` **🛠 Technologies:**       <p align="center"> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/body-performance-ml/projects/body-performance-ml/BEST%20ONE%20Enhanced%20.ipynb"> <img src="https://img.shields.io/badge/📊_Project_Notebook-FF7C00?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/body-performance-ml/projects/body-performance-ml/Prediction_App_Updated%20.ipynb"> <img src="https://img.shields.io/badge/🚀_Prediction_App-00C853?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/body-performance-ml/projects/body-performance-ml/Body_Performance_StoryReport_FINAL.pdf"> <img src="https://img.shields.io/badge/📄_Full_Report-e94560?style=for-the-badge" /> </a> </p> --- ### 🏥 Hospital LOS Data Mining > *SQL Server · Power BI · Orange Data Mining · Python EDA · Database Design* <table> <tr> <td width="60%"> **A two-part end-to-end data engineering project** covering a production-grade hospital management database and a full exploratory data mining pipeline on 318,438 real hospital admission records. **Part 1 — Database Architecture:** - 🗄️ 22-table SQL Server DB normalised to **3NF** - 🔑 6 stored procedures with TRY/CATCH error handling - ⚡ 3 automation triggers (patient safety, audit trail) - 🔐 RBAC security model with 6 roles + DENY escalation prevention - 📊 10 SQL analytical views (RANK, DATEDIFF, window functions) - 📈 21 performance indexes including covering indexes **Part 2 — EDA & Data Mining:** - 🔍 20 analytical questions answered across all 18 features - 🔄 Full Orange Data Mining visual workflow - 📊 Interactive Power BI 5-page dashboard - ⚠️ Discovered critical **Excel auto-format bug** ('Nov-20' vs '11-20') </td> <td width="40%" align="center"> **🏆 Key Numbers** | Metric | Value | |--------|-------| | 📋 Records | **318,438** | | 🏗️ DB Tables | **22** | | 🔗 Foreign Keys | **28** | | 📊 SQL Views | **10** | | 🎭 RBAC Roles | **6** | | ❓ EDA Questions | **20** | | 📈 LOS Classes | **11** | | 🏥 Hospitals | **32** | </td> </tr> </table> **🔑 Key Discovery:** Patient Visitors is the **single strongest predictor** of hospital LOS — mean visitors rises monotonically from 2.6 (short stays) to 7.9 (>100 days), acting as a proxy for illness severity. **🛠 Technologies:**      <p align="center"> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/hospital-los-data-mining/EDA%20FIle%20.ipynb"> <img src="https://img.shields.io/badge/📊_EDA_Notebook-FF7C00?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/hospital-los-data-mining/SQL%20file%20.sql"> <img src="https://img.shields.io/badge/🗄️_SQL_File-00C853?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/hospital-los-data-mining/hotspital_report_final%20.pdf"> <img src="https://img.shields.io/badge/📄_Final_Report-e94560?style=for-the-badge" /> </a> </p> --- ### 🛢️ Well Log Petrophysical Analysis > *LAS File Processing · Archie Equation · OOIP/EUR Estimation · Petroleum Data Science* <table> <tr> <td width="60%"> **A complete 7-stage petrophysical well log analysis pipeline** built entirely in Python using a real LAS field file — replacing expensive proprietary software (Petrel/Techlog) with a reproducible, open-source workflow. Built on domain expertise from the Energia Inc internship and Suez University graduation project. **7-Stage Analysis Pipeline:** | Stage | Task | Method | |-------|------|--------| | 1 | LAS File Ingestion | `lasio` library | | 2 | Log QC & Curve Validation | Null detection, depth alignment | | 3 | Vshale Calculation | GR log linear method | | 4 | Porosity Estimation | Density / Neutron / Sonic | | 5 | Water Saturation | **Archie Equation** Sw = √(a·Rw / φᵐ·Rt) | | 6 | Net Pay Cutoffs | Vsh < 50%, φ > 10%, Sw < 60% | | 7 | OOIP & EUR Estimation | Volumetric method + Recovery Factor | </td> <td width="40%" align="center"> **🛢️ Workflow Outputs** | Output | Description | |--------|-------------| | 📉 Log Tracks | Multi-curve display | | 📊 Crossplots | Porosity vs Sw | | 🟩 Net Pay Flag | Cutoff-based zones | | 💧 Sw Profile | Archie-derived | | 🏔️ Vshale | GR-normalized | | 🛢️ OOIP | Volumetric calc | | 📈 EUR | Recovery estimate | **Domain Bridge:** Backed by real industry experience at Energia Inc — seismic, reservoir characterization & 3D Petrel workflows. </td> </tr> </table> **⚡ Why This Matters:** Combines 6 months of real reservoir characterization experience at Energia Inc + Suez University graduation project in seismic evaluation — all translated into open-source Python workflows. **🛠 Technologies:**       <p align="center"> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/well-log-petrophysical-analysis/Oil_Pro_1.ipynb"> <img src="https://img.shields.io/badge/📊_Petrophysical_Notebook-FF7C00?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/well-log-petrophysical-analysis/volumetrics.png"> <img src="https://img.shields.io/badge/🧮_Volumetrics_Image-00C853?style=for-the-badge" /> </a> <a href="https://github.com/bassemsalah019-debug/bassemsalah019-debug/blob/main/projects/well-log-petrophysical-analysis/well_log.png"> <img src="https://img.shields.io/badge/🪨_Well_Log_Image-e94560?style=for-the-badge" /> </a> </p> --- ## 💼 Experience Timeline ``` 2026 ────────────────────────────────────────────────────────────────── 🤖 AI & Data Analysis Program — DigiLines / MCIT Egypt Dec 2025 – Jun 2026 (9 months) Python · Pandas · NumPy · Scikit-learn · Power BI · EDA 2024 ────────────────────────────────────────────────────────────────── 💼 Active Freelancer — Upwork & Mostaql Data analytics projects · Dashboard design · Reporting 2022 ────────────────────────────────────────────────────────────────── 🏢 Internship — Energia Inc (6 months) | Mar–Jul 2022 Reservoir characterization · Seismic inversion 3D Petrel workflows · Well planning · Cross-functional teams 🎓 Graduation Project: 3D seismic analysis, well tops, prospective zone prediction 2021 ────────────────────────────────────────────────────────────────── 🛢️ Online Internship — Khalda Petroleum Company | Jul 2021 Well site geology 📐 Training — Seismic Interpretation & Reservoir Analysis Suez University Geological Engineering Dept | Mar 2021 2020 ────────────────────────────────────────────────────────────────── 🗺️ Online Training — Geological & Structural Mapping | Nov 2020 2017 ────────────────────────────────────────────────────────────────── 🎓 BSc Petroleum Engineering Suez University, Faculty of Petroleum & Mining Engineering 2017–2022 Graduation Project 1: Seismic Evaluation (TP) Concession, North Sea, Northwest Russia Graduation Project 2: Electrical Survey Geotechnical Study Grade: EXCELLENT ``` --- ## 🏆 Achievements <div align="center"> | 🏅 Achievement | 📋 Details | 📅 Year | |----------------|-----------|---------| | 🥇 **ML Pipeline Champion** | Built 30-config ML system achieving 75.29% accuracy + ROC-AUC 0.9193 on fitness classification | 2026 | | 🚀 **Deployed AI App** | Published live Gradio prediction app on HuggingFace Spaces for Body Performance Analytics | 2026 | | 🗄️ **Full DB Architect** | Designed 22-table production-grade SQL Server DB normalized to 3NF with RBAC security | 2026 | | 🎓 **Excellent Grade** | Awarded Excellent on Electrical Survey Geotechnical graduation project — Suez University | 2022 | | 🛢️ **Industry Experience** | 6-month internship at Energia Inc — real 3D seismic data, Petrel, reservoir characterization | 2022 | | 🛢️ **Petroleum + Python** | Reproduced full Petrel/Techlog petrophysical workflow in open-source Python | 2025 | | 📊 **Data Bug Hunter** | Identified critical Excel auto-format artifact ('Nov-20') in 318K-record hospital dataset | 2026 | | 💼 **Active Freelancer** | Delivering data analytics projects on Upwork & Mostaql platforms | 2024– | </div> --- --- ## 🧰 Skills Matrix <div align="center"> | Domain | Skills | Level | |--------|--------|-------| | **Machine Learning** | Classification, Regression, Feature Engineering, SHAP, Cross-Validation, Hyperparameter Tuning | ⭐⭐⭐⭐⭐ | | **Python Data Science** | Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Gradio | ⭐⭐⭐⭐⭐ | | **Data Visualization** | Power BI, Tableau, Matplotlib, Dashboard Design | ⭐⭐⭐⭐⭐ | | **SQL & Databases** | SQL Server, Stored Procedures, Triggers, RBAC, Window Functions | ⭐⭐⭐⭐☆ | | **Petroleum Geoscience** | Seismic Interpretation, Reservoir Characterization, Well Log Analysis, Seismic Attributes | ⭐⭐⭐⭐⭐ | | **Geoscience Software** | Schlumberger Petrel, Techlog, ArcGIS, Surfer, Global Mapper, PLAXIS 2D&3D | ⭐⭐⭐⭐⭐ | | **Data Mining** | Orange DM, Association Rules, Clustering, EDA, Pattern Mining | ⭐⭐⭐⭐☆ | | **Cloud & Office** | Microsoft Azure, MS Office (Word, Excel, PowerPoint) | ⭐⭐⭐⭐☆ | | **Languages** | Arabic (Native), English (Upper Intermediate — B2) | ⭐⭐⭐⭐⭐ | </div> --- ## 📁 Repository Structure ``` 📦 bassemsalah019-debug/ ┣ 📜 README.md ← You are here ┣ 📂 projects/ ┃ ┣ 📂 body-performance-ml/ ← ML Classification + Regression + Gradio App ┃ ┣ 📂 hospital-los-mining/ ← SQL DB + EDA + Power BI + Orange DM ┃ ┗ 📂 well-log-petrophysical/ ← LAS Processing + Archie + OOIP/EUR ┣ 📂 certificates/ ← Digital certificates (PDF/PNG) ┗ 📂 assets/ ← Images, charts, project previews ``` --- ## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Telephone%20Receiver.png" width="35" /> Let's Connect! <p align="center"> I'm always open to interesting conversations and collaboration opportunities.<br> Whether you have a question, a project idea, or just want to say hi — feel free to reach out! </p> <table align="center"> <tr> <td align="center"> <a href="https://linkedin.com/in/bassemsalahpd" target="_blank"> <img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" /> </a> <br><br> <a href="mailto:bassemsalah019@gmail.com"> <img src="https://img.shields.io/badge/Gmail-D14836?style=for-the-badge&logo=gmail&logoColor=white" /> </a> <br><br> <a href="https://wa.me/201001179269" target="_blank"> <img src="https://img.shields.io/badge/WhatsApp-25D366?style=for-the-badge&logo=whatsapp&logoColor=white" /> </a> </td> </tr> </table> <div align="center"> | Channel | Details | |---------|---------| | 📧 **Email** | [bassemsalah019@gmail.com](mailto:bassemsalah019@gmail.com) | | 💼 **LinkedIn** | [linkedin.com/in/bassemsalahpd](https://www.linkedin.com/in/bassemsalahpd) | | 🐙 **GitHub** | [github.com/bassemsalah019-debug](https://github.com/bassemsalah019-debug) | | 📞 **Phone** | +20 100 117 9269 | | 📍 **Location** | Cairo, Egypt 🇪🇬 | <br/> *Open to: Data Analyst · AI/ML Engineer · Petroleum Data Scientist · Freelance Projects* <br/> <img src="https://capsule-render.vercel.app/api?type=waving&color=0:1a1a2e,50:16213e,100:0f3460&height=100§ion=footer&text=Let's%20build%20something%20great%20together&fontSize=20&fontColor=e94560&animation=fadeIn"/> <table align="center"> <tr> <td align="center" width="100%"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/platane/snk/output/github-contribution-grid-snake-dark.svg"> <img src="https://capsule-render.vercel.app/api?type=waving&color=0:0F2027,30:203A43,70:2C5364,100:0F2027&height=300§ion=header&text=Bassem%20Salah&fontSize=90&fontColor=FFFFFF&animation=fadeIn&fontAlignY=35&desc=%F0%9F%94%A5%20Petroleum%20Engineer%20%7C%20Data%20Scientist%20%7C%20AI%20Innovator&descSize=18&descAlign=50&descAlignY=60&stroke=00BFFF&strokeWidth=2" width="1200%" /> </picture> </td> </tr> </table> </div>
