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Nilofer-Shaikh7/README.md

Hi, I'm Nilofer 👋 Data Scientist & ML Engineer

M.Sc. Data Science student at the University of Europe for Applied Sciences, Berlin — turning messy data into decisions. I like building things that combine data analysis, machine learning, and a bit of product thinking.

Currently exploring: RAG-based chatbots, graph-based fraud detection, and applied ML for healthcare & business analytics.

Featured projects

🕵️ Graph-Based-Detection-of-Collusive-Behavior-in-Online-Marketplaces — GNN + Node2Vec fraud detection on marketplace reviews
💊 Pharmacy-Inventory-Analysis — ABC-XYZ classification & anomaly detection for hospital inventory
🎵 Spotify-Data-Analysis — decision-support analytics on music data
🥇 Data-Science-Project — gold trade dynamics across Burkina Faso & South Africa
🚲 dv-bike-rentals-dashboard — Streamlit dashboard for bike rental demand
🌐 Portfolio — my personal site, linked below

Skills

Python SQL Pandas scikit-learn PyTorch NetworkX Power BI Streamlit Tableau

Find me

🌐 Portfolio · 💼 LinkedIn · 📫 nilofer.tech@gmail.com

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  1. Spotify-Data-Analysis Spotify-Data-Analysis Public

    Data-driven analysis of Spotify music data using statistical & ML techniques to support decisions in music production, curation, and user engagement

    Jupyter Notebook 1

  2. Data-Science-Project Data-Science-Project Public

    Analysis of gold trade dynamics in Burkina Faso & South Africa (2018-2024), with trade-policy recommendations for key stakeholders

    Jupyter Notebook

  3. dv-bike-rentals-dashboard dv-bike-rentals-dashboard Public

    Streamlit dashboard analyzing bike rental demand patterns across time, weather, and season for data-driven fleet planning

    Jupyter Notebook

  4. Graph-Based-Detection-of-Collusive-Behavior-in-Online-Marketplaces Graph-Based-Detection-of-Collusive-Behavior-in-Online-Marketplaces Public

    Detect collusive and fraudulent product reviews in an online marketplace using graph-based modeling and machine learning. The objective is to flag suspicious user–item interactions and highlight po…

    Jupyter Notebook

  5. Pharmacy-Inventory-Analysis Pharmacy-Inventory-Analysis Public

    Hospital pharmacy inventory analysis using ABC-XYZ classification, anomaly detection & DOI to reduce stockouts and optimize procurement

  6. Portfolio Portfolio Public

    Personal portfolio site showcasing my data science & ML projects, resume, and contact details

    HTML