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Samir BouzianeSB

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Freelancer profile translated to English.
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About Samir

I transform your raw data into decisions with measurable impact.

Data Analyst & BI Developer, I handle the entire analytical cycle: data audit, cleaning, exploratory analysis, visualization, and quantified recommendations.

━━ WHAT I DELIVER ━━

✓ Interactive dashboard ready to present to your management
✓ Reusable and documented Python scripts
✓ Business summary with estimated financial impact
✓ Optimized SQL queries for your databases

━━ MY AREAS OF EXPERTISE ━━

• Real Estate & Rental Management — occupancy rate, RevPAR, net profitability
• HR & Talent Management — attrition, turnover costs, at-risk profiles
• E-commerce & Retail — sales, deliveries, customer satisfaction
• Finance & Wealth Management — P&L, cash flow, margins, consolidation

━━ WHY MY PROFILE IS DIFFERENT ━━

I am also an entrepreneur: I manage an SCI, a holding company, and real estate properties (Airbnb, furnished rentals). When I analyze your data, I immediately think about its impact on your P&L — not just about the charts.

━━ STACK ━━

Python · Pandas · NumPy · SQL · Tableau · Chart.js · Power BI · Git · Jupyter

━━ RECENT ACHIEVEMENTS ━━

• HR Attrition Analysis — 1,470 employees, 6 insights, estimated $880K saved
• E-Commerce Olist — 117,000 orders, 63.5% delay rate, R$1.5M potential identified
• Superstore Sales — 9,993 transactions, -$156K losses detected on discount policy

Full portfolio:
  • French

    Native or bilingual

  • English

    Conversational

  • Arabic

    Conversational

Remote only
Primarily works remotely

Experience

  • SCI duty immo
    Manager — SCI & Holding
    REAL ESTATE
    April 2019 - Today (7 years and 2 months)
    Toulouse, France
    Financial Management
    • · Wealth Management
    ◦ · Profitability Analysis
    → Management of a holding company structuring real estate assets through a dedicated SCI
    → Monthly cash flow monitoring, analysis of flows and tax optimization
    → Construction of financial dashboards for monitoring wealth KPIs
    → Data-driven decision-making: acquisition/disposal arbitration based on net returns
    Dashboards Data Visualization
  • Holding Bouziane compagnie
    Property Manager —
    REAL ESTATE
    January 2020 - January 2024 (4 years)
    Toulouse, France
    Airbnb
    • · Furnished Rental
    ◦ · Unfurnished Rental
    ◦ · Revenue Optimization
    → Multi-channel management: Airbnb, furnished and unfurnished rentals — optimizing the mix based on seasonality
    → Analysis of occupancy rate and RevPAR (revenue per available night) for dynamic pricing
    → Monitoring of key indicators: occupancy rate, average rating, maintenance costs vs. net revenue
    → Reduction of vacant periods through analysis of Airbnb booking data

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Education

  • Baccalaureate
    High School
    Baccalauréat
  • Data Analyst — Complete Training
    Coursera
    2025
    Data Analyst — Formation complète

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