Andhika's Showcase

Browse a selection of my recent projects and publications, highlighting key insights and contributions

Scrapy-Python :
Web Scraping Portfolio

Showcasing my expertise in Scrapy and Python, this portfolio highlights clean, structured coding using Anaconda and Visual Studio Code. I emphasize thorough website exploration, testing, and detailed explanations. My process is streamlined into three phases: Environment Setup, Target Exploration, and Spider Development.

K-means Clustering python :
Mall Customers Clustering

This project explores customer segmentation for a supermarket mall using K-Means Clustering in Python. By analyzing customer data such as age, gender, annual income, and spending score, the goal is to identify target customer groups to guide marketing strategies and optimize spending scores effectively.

Research : Influence of ROE, DER, & NPM on JII Stock Prices

This quantitative study examines the effects of ROE, DER, and NPM on JII stock prices using multiple regression analysis. Findings reveal that DER and NPM have a significant partial impact, while ROE does not. Simultaneously, the variables explain 57.58% of stock price variance but show no significant combined effect.

Research : Village Development in Indonesia

This study explores village development in Indonesia, focusing on progress, challenges, and the impact of village funds. Using secondary data from the Village Information System (2019–2021) and qualitative analysis, it finds most villages are developing, while few have achieved independent or advanced status.

Sharing Sessions & Speaker Insights
Volunteering Activity
Here's the compilation of Andhika's Volunteering Activities:
KKN MMD-1000 Desa: Building Change in Karanganom Village

This article shares the journey of contributing to Desa Karanganom through the MMD-1000 Desa Program. Focused on achieving SDGs, the initiatives include digital transformation, cultural preservation, and community empowerment. The efforts aim to unlock the village's agricultural potential, foster sustainable growth, and bring meaningful change to the local community.

Exploring with Kaunas, Lithuania International Elementary Students

On January 12th, 2024, I introduced Indonesia’s rich culture to students at Kaunas Lithuania International School. Through interactive games, fun facts, cultural insights, and a virtual taste of Indonesian cuisine, we celebrated Indonesia’s diversity and fostered curiosity about its traditions, geography, and flavors.

People's Thoughts
Here's what people are saying about Andhika Rafi Sunggoro:
( and more about what people are saying about can also be seen
here )