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raugan/README.md

Hey, I'm Anurag 👋

PGDM student · Data Science · Bangalore

Commerce grad now deep into data science — learning by building. I work mostly with Excel, SQL, and Python, and I'm interested in how data can make financial decision-making clearer and faster. Currently in my first year of PGDM at IIBS Bangalore.

🛠 Tech stack

Languages Python SQL VBA

Data & analytics Excel Power Query Power BI Pandas NumPy

Databases MS Access MySQL

Finance & accounting Financial Modelling KPI Tracking Tally Prime Bloomberg

Tools & AI Git GitHub ChatGPT Claude

🚀 Projects

Things I've built while learning — nothing fancy, just solving real problems.

Aurelius Strategic Holdings - Financial Command Centre

Advanced Excel dashboard automating quarterly financial analysis with 54+ calculations, dynamic KPI engine, and board-ready PDF exports using VBA macros.

LUMINA: Personal Capital Intelligence & MIS Engine Hybrid dual-tier system combining MS Access relational database with Excel-based analytics engine featuring 10+ advanced formulas, 8 interactive charts, and AI-augmented insights.

VANGUARD: Retail Intelligence & Revenue Attribution Engine

End-to-end analytics system with Power Query ETL pipelines (99.9% data integrity), advanced SQL queries with CTEs and window functions, RFM segmentation, and AI-assisted strategic analysis identifying $770K+ in optimisation opportunities.

Movie Box Office Predictor

End-to-end ML pipeline predicting movie box office success using pre-release attributes with XGBoost, achieving 93.7% ROC-AUC. Leverages SHAP for interpretability, revealing director reputation as the leading success factor. Live Streamlit deployment for real-time predictions.

🎓 Certifications

Certification Issuer Date
Python for Data Science NPTEL · IIT Madras Jan–Feb 2026
Junior Cybersecurity Analyst Career Path Cisco Feb 2026
Bloomberg Finance Fundamentals Bloomberg Nov 2025
Generative AI Mastermind Outskill Nov 2025
Power BI Certification Course CSC Academy & IIBS 2025
Advanced Excel Certification Course CSC Academy & IIBS 2025
O Level in Computer Applications NIELIT Jan 2025

📫 Connect

LinkedIn Email

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  1. movie-box-office-predictor movie-box-office-predictor Public

    I built an end-to-end ML pipeline that predicts movie box office success using only pre-release data, achieving 93.7% AUC with XGBoost. The key finding: a director's track record is more predictive…

    Python

  2. pizza-runner-sql-case-study pizza-runner-sql-case-study Public

    SQL case study on data cleaning, runner logistics, and pizza order analytics using MySQL

  3. dannys-diner-sql-case-study dannys-diner-sql-case-study Public

    SQL case study analyzing customer spending, loyalty membership behavior, and purchasing patterns using MySQL.

  4. Executive-Financial-Dashboard Executive-Financial-Dashboard Public

    Executive financial dashboard transforming quarterly statements into board-ready insights. 8 automated KPIs (liquidity, profitability, solvency, growth), 4 dynamic charts, quarter selector, and aut…

    VBA

  5. Lumina-MIS-Dashboard Lumina-MIS-Dashboard Public

    Hybrid financial intelligence system: MS Access backend (normalized schema, complex SQL) + Excel frontend (dynamic formulas, executive dashboards). Tracks income/expenses with AI-powered narrative …

  6. VANGUARD-Retail-Intelligence-Revenue-Attribution-Engine VANGUARD-Retail-Intelligence-Revenue-Attribution-Engine Public

    Advanced retail analytics engine transforming transaction data into strategic insights. Built with Excel (10 custom KPIs), SQL (14 complex queries), VBA automation, and AI-powered analysis. Identif…

    VBA