The objective of the project was to create innovative and interactive Tableau dashboards that focus on potential commodities, countries, year, trade amount and quantity. The client wanted to launch a new business unit, focusing on global trade and logistics, majorly in the countries such as USA, Canada and Australia The dataset provided by the c…

This project analyzes the UNCTAD Liner Shipping Connectivity Index (LSCI) at both country and port levels using PostgreSQL and Docker. It explores global maritime trade connectivity, disruptions, and volatility through structured SQL queries.

End-to-end Python framework implementing O'Clery et al.'s (2025) methodology for mapping global supply chains. Constructs a high-resolution digital twin of global production networks from 1B+ firm transactions. Features community detection, centrality analysis, and econometric diversification prediction models.

The project aims to explore and visualize data from yelp highlighting key insights and trends through interactive dashboards and visualizations.

GlobalShop - Cross-border e-commerce platform by C&A Marketing Inc (Est. 2003) | AI products, electronics & lifestyle goods | g-shops.net

This is one of my final project from Dibimbing Data Science & Data Analysis class in 2025. I present an Integrated Circuit topic because this product has a high demand nowadays. I hope I can also work in this Industry. Thanks!