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👨‍💼 About Me

I am a recent International MBA (Business Analytics) graduate from the University of South Australia with hands-on internship experience at Quinlan Consulting. My skill set includes data analysis, business intelligence, and predictive modelling using tools such as Python, SQL, Excel, Tableau, and Microsoft Power Platform.

I enjoy turning complex data into actionable insights and building analytical tools that support strategic decision-making.


🧩 Featured Projects

Excel, Solver, Time Series Aggregation

  • Forecasted monthly demand from 4,300+ daily entries using Holt’s Linear, Holt-Winters & Damped-Trend models.
  • Used Excel Solver to optimize model accuracy; combined forecasts minimized MAE, MAPE, and RMSE.
  • Helped improve inventory management by reducing stockouts and excess stock.

Orange, Python, NLP, LDA, Geocoding

  • Analyzed 1,500+ Booking.com reviews with sentiment analysis and topic modelling (LDA).
  • Found 90%+ positive reviews; visualized insights using heatmaps, word clouds, and geo-maps.
  • Generated actionable suggestions for service, marketing, and experience improvements.

Tableau, Power Query, World Bank Data

  • Built interactive dashboards to analyze post-COVID health expenditure trends in 200+ countries.
  • Identified life expectancy shifts and spending disparities across regions.

IBM SPSS, Regression, T-tests

  • Collected and analyzed survey data from 100 employees.
  • Regression and t-tests revealed gender, workload, and learning opportunities explained 82.3% of engagement variance.

Excel, PivotTables, Power Query

  • Cleaned and analyzed 7,000+ property records across ACT, SA & QLD.
  • Identified skewness and outliers; recommended IQR and 95% CI for investment decisions.

Visit the website for full details and interactive elements.


🧰 Tools & Technologies

  • Analytical Tools: Excel, IBM SPSS, Power BI, Power Query, Tableau
  • Languages: SQL, DAX
  • Data Mining/Machine Learning: Orange Data Mining (Python Script)
  • Technologies/Frameworks: GitHub, WordPress

🏆 Awards & Recognition

  • Chancellor’s Letter of Commendation – University of South Australia
  • International Merit Scholarship recipient
  • Golden Key International Honour Society (Top 15% globally) Golden Key Certificate

📫 Contact

Let’s connect! I’m open to full-time roles in data analytics, BI, or related fields.


📁 Repository Info

This repository contains:

  • The HTML/CSS/JS source code of my portfolio
  • Assets (images, badges)
  • This README file for recruiter reference

💡 “Data is not just about numbers — it’s about unlocking stories that drive decisions.”

About

Welcome to my professional portfolio! I’m Ramanav Bezborah, a data analytics professional with a background in Business Analytics and hands-on experience across a variety of data-driven projects. This portfolio showcases my work in areas such as business intelligence, forecasting, NLP, and data visualization.

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