Results-driven business and data professional with hands-on experience in data analysis, reporting, and visualization using tools such as Power BI, Tableau, SQL, R, Python, and Excel. Strong background in marketing analytics, campaign performance tracking, and event management, with proven ability to drive decisions on pricing, budgeting, and audience engagement through data-driven insights. Experienced in working with cross-functional teams and stakeholders to deliver measurable outcomes that improve efficiency, customer engagement, and revenue growth.
Airbnb Price Prediction (Kaggle Competition)
Macquarie University – Predictive Analytics Group Project | May–June 2025
• Built regression models to predict Airbnb prices in Melbourne using real-world data.
• Cleaned and transformed complex features, handled missing values, and engineered new variables.
• Trained and evaluated models including Linear Regression, Random Forest, XGBoost; submitted predictions to Kaggle and iteratively improved ranking.
SQL Database & Analytics for Pulse Fitness
Macquarie University – SQL Practical Assignment | April–May 2025
• Designed ERD and implemented a full SQL database for a fitness centre.
• Wrote queries to analyse member engagement, trainer utilization, and revenue insights.
• Provided strategic recommendations in a formal business report.
Traffic Crash Analysis Dashboard
Macquarie University – PowerBI Assignment | September 2025
• Built an interactive Power BI dashboard on 209K+ traffic crash records after cleaning and exploring data in R.
• Identified key risk factors (night-time crashes, intersections, overspeeding, two-wheelers) through KPI cards, time trends, and dynamic filtering.
• Delivered data-driven recommendations to simulate government decisions, showcasing skills in storytelling and actionable insights.
Tata Data Visualisation: Empowering Business with Effective Insights Job Simulation on Forage - August 2025