This presentation was presented at the 12th International Conference on Information and Communication Technology Bandung on 7 August 2024. It talked about my undergraduate thesis at Telkom University researching and building a recommender systems in the finance domain specifically in cryptocurrency. I took this topic because most of the research I found in the domain focused more on time-series analysis, creating a price prediction instead of portfolio creation.