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Andrean Stevanus's Projects

buy_or_sell_stock_recommender icon buy_or_sell_stock_recommender

Deep learning for recommendation about if a certain stock better be bough or sold based on last 30 days price data. The input data point generated based on RSI and Bollinger Band, which is the model will get the pattern if the stock is overbought/oversell.

catsorno icon catsorno

A simple ConvNet model created for predicting whether there is a cat or not in the picture.

cordic_algorithm icon cordic_algorithm

Algorithms for calculating sine and cos with an input in degree. For now it only works for quadrant I. (This code is just for demonstration, not for implementation)

langchain_gemini_qa_ar icon langchain_gemini_qa_ar

Q&A tool built on the latest Gemini generative AI, help investors, analysts, and executives interact with annual reports. By leveraging Retrieval Augmented Generation (RAG), it dynamically retrieves and generates precise, context-aware answers from extensive financial documents, saving hours of manual analysis and reducing oversight risks.

langchain_openai icon langchain_openai

Implementation of OpenAI API for a Question-Answering (QA) bot using the Langchain framework.

news_article_summarization icon news_article_summarization

A collection of encoder-decoder transformers model fine tuned for abstractive text summarization using Liputan 6 news article dataset.

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