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sundusafreen/README.md

Hi, I'm Sundus πŸ‘‹

I'm an engineer-turned-business analyst based in Dublin, Ireland, currently completing my MSc in Business Analytics at Trinity College Dublin.

My work sits at the intersection of data, sustainability, and strategy. Before moving to Ireland, I spent three years at Schneider Electric in India working on green hydrogen, EV infrastructure, and battery energy storage markets, which is probably why I ended up doing my dissertation on ESG credibility gaps in food manufacturing.


What I'm working on

AI-Powered ESG Scoring Tool (EY Capstone)
An end-to-end system for Irish food manufacturing SMEs: NLP pipeline, XGBoost classifier, SHAP explainability, CSRD Readiness Score, and greenwashing detection. Supervised by EY Ireland. (In Progress)


Other projects worth a look

  • Order Cancellation Analysis β€” Root cause analysis on 20,000 electronics transactions using chi-square testing, customer risk segmentation, and Pareto-driven ROI modelling
  • Customer Churn Prediction β€” E-commerce churn model using Logistic Regression, Random Forest, and XGBoost with SHAP explainability
  • IMDb Film Production Strategy β€” Data-driven film strategy using IMDb metadata and Tableau

Tools I work with

Python Β· SQL Β· Tableau Β· Excel Β· XGBoost Β· SHAP Β· NLP Β· Power BI Β· Pandas Β· Scikit-learn


Background

  • πŸŽ“ MSc Business Analytics β€” Trinity College Dublin (2024–2025)
  • πŸŽ“ B.Tech Electrical Engineering β€” Jamia Millia Islamia (First Class, 9.71 CGPA)
  • πŸ’Ό Deputy Manager, Sales Strategy & Analytics β€” Schneider Electric India
  • πŸ“ Dublin, Ireland

Open to opportunities

I'm actively looking for Business Analyst, Data Analyst, or Sales Operations Analyst roles in Ireland and Europe β€” ideally somewhere ESG, energy, or impact is part of the picture, though I'm open to making the case for good work anywhere.

If something here catches your eye, I'd be glad to hear from you.

πŸ“§ Connect on LinkedIn

Popular repositories Loading

  1. Retail-Sales-Dashboard-Excel Retail-Sales-Dashboard-Excel Public

    Built an interactive Excel dashboard to track retail sales trends, customer segments, and revenue performance, turning raw transaction data into business-ready insights.

  2. Student-Success-analytics Student-Success-analytics Public

    Modelled how study hours, sleep, parental pressure, and lifestyle habits affect student academic outcomes β€” using predictive analytics to quantify which factors matter most.

  3. imdb-film-production-strategy-analytics imdb-film-production-strategy-analytics Public

    Analysed IMDb metadata to build a data-driven production strategy β€” identifying which genres, budgets, and release patterns correlate with commercial success, visualised in Tableau.

  4. business-insight-generator business-insight-generator Public

    AI-powered tool that generates structured business reports from raw data inputs β€” built with LLM integration to automate insight generation and reduce manual reporting time.

    Python

  5. Order_cancellation_analysis Order_cancellation_analysis Public

    Identified the top drivers of order cancellations across 20,000 transactions β€” combining chi-square testing, customer risk segmentation, and Pareto analysis to model the ROI of reducing cancellatio…

    Python

  6. Analytics_in_Practice_Group_7 Analytics_in_Practice_Group_7 Public

    Predicted e-commerce customer churn using Logistic Regression, Random Forest, and XGBoost β€” with SHAP explainability to surface which customer behaviours actually drive churn risk.

    Jupyter Notebook