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fobahsalomon/README.md

Hi, I'm Salomon 👋

🎓 Data Science student at the African School of Economics (Abidjan)
I design and build data-driven systems combining machine learning, econometrics, and statistical modeling, with a focus on real-world applications.


🔍 Core Interests

  • Applied Machine Learning
  • Econometrics & Causal Analysis
  • Time Series Modeling (Box-Jenkins, forecasting)
  • Data-driven decision systems

🚀 Featured Project

End-to-end analytics tool for survey data:

  • Automated data cleaning and preprocessing
  • Psychosocial scoring (Karasek, QVT, MBI)
  • KPI extraction and interactive dashboards
  • Exportable reports (Word, PNG, ZIP)

→ Designed for operational use in NGOs, HR analytics, and field research contexts


📊 Selected Work

Hedonic pricing model applied to Abidjan’s housing market

  • Econometric modeling and feature analysis
  • Interpretation of structural price drivers
  • Bilingual technical report (EN/FR)

Forecasting UK car sales using Box-Jenkins methodology

  • STL decomposition, stationarity testing
  • Model selection (ARIMA/SARIMA) and residual diagnostics
  • Quantitative evaluation (RMSE comparison)

Data pipeline for registration and monitoring of camp participants

  • Data collection via KoboToolbox
  • Centralized processing and visualization (Looker Studio)
  • Transition from manual to data-driven workflow

🛠 Technical Stack

Languages & Tools
Python SQL Git

Data & ML
Pandas Scikit-learn Statsmodels

Visualization & Apps
Streamlit Looker Studio

📊 GitHub stats

GitHub streak


🎯 Objective

  • Data Science Internship (applied or research-oriented)
  • AIMS Program (Applied Mathematics / Data Science)

📍 Abidjan, Côte d'Ivoire

Pinned Loading

  1. cocody-rental-market-analysis cocody-rental-market-analysis Public

    Hedonic pricing model analyzing rental determinants in Cocody, Abidjan. Features regression analysis, ML benchmarking, and bilingual reporting. 🇨🇮

    Jupyter Notebook

  2. survey-analytics-platform survey-analytics-platform Public

    Streamlit dashboard for HR & psychosocial risk surveys (Karasek, QVT, MBI). Automated cleaning, scoring, KPIs, Word/PNG exports.

    Python

  3. time-series-sarima-forecasting time-series-sarima-forecasting Public

    SARIMA forecasting on quarterly UK car sales (1977–2005) — Box-Jenkins methodology, STL decomposition, benchmark comparison, full PDF report

    Jupyter Notebook

  4. colonie-camp-management colonie-camp-management Public

    Système de gestion des inscriptions et suivi des campeurs avec KoboToolbox et Looker Studio

    Jupyter Notebook