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Sinemakyaman/README.md

Hi there 👋, I'm Sinem Akyaman

Data & ESG Analyst | Bridging Biological Systems Thinking with Predictive Analytics & Operations

LinkedIn Medium Email

🌍 About Me

  • 🔬 Background: Degree in Biological Sciences — applying complex ecosystem modeling and scientific methodology to business data.
  • 📊 Current Focus: ESG & Sustainability Analytics, Supply Chain Optimization, and Predictive Risk Modeling.
  • ✍️ Writing: I document my analytics journey, data modeling breakdowns, and technical insights on Medium.
  • 🎯 Career Goal: Open to international remote and relocation opportunities in Data Analytics, ESG Reporting, and BI.

🛠️ Languages, Frameworks & Tools

Python SQL Pandas Scikit-Learn Power BI SAP S/4HANA Git

📌 Featured Projects

  • 🌲 Wildfire Impact & Predictive Environmental Modeling (Python, Scikit-Learn)
    • Analyzed a 36-year climate dataset (1987–2023) and built linear regression models to project 2030 wildfire risks.
  • 📦 E-Commerce Supply Chain & Operational Analytics (SQL, Python, Power BI)
    • Processed 99K+ logistics records, engineering customer tracking logic via customer_unique_id to evaluate retention and shipping bottlenecks.
  • 🛡️ GlowPath MVP — Product Validation (React, Analytics)
    • Product safety MVP validated with 104 users (88.5% payment/usage willingness); Fikrim Gelecek Hackathon Finalist.
  • 💧 BioCool — Biomimetic Data Center Cooling (Calculative Modeling)
    • Concept model inspired by Namib Desert beetle morphology projecting up to 50% water recovery efficiency.

📫 Connect with Me

git kafka mssql mysql pandas postgresql python scikit_learn seaborn tensorflow

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  1. dijitalkizkardeslik dijitalkizkardeslik Public

    EmpowerHER programı kapsamında oluşturduğum proje .

  2. AYNA-projesi AYNA-projesi Public

    AI4Change programı kapsamında geliştirdiğim proje

    1

  3. wildfire-esg-biodiversity-analytics wildfire-esg-biodiversity-analytics Public

    Gelecek Hayalim programı , Kodluyoruz iş birliği kapsamında W-Code 2.0 Veri Bilimi ve Yapay Zeka Atölyesi Bitirme Projem

    Jupyter Notebook

  4. GlowPath-demo GlowPath-demo Public

    Fikrim Gelecek yarışması için oluşturduğum proje

    JavaScript

  5. E-Commerce-Analytics E-Commerce-Analytics Public

    E-Commerce Supply Chain & Operational Analytics using SQL (CTEs, Window Functions) and Python.

    Jupyter Notebook