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Michael Eco's Projects

airline-sentiment-analysis icon airline-sentiment-analysis

This project aims to perform sentiment analysis on airline reviews using a Transformer-based model and deploying it with Pinecone, a scalable vector database for building real-time applications. Sentiment analysis is a natural language processing task where the sentiment expressed in a piece of text, such as a review, is determined.

angel-project-web icon angel-project-web

This project used for Artificial Guardian Angel Hackathon. Leveraging GPT and Prompt Engineering to develop Empathetical Model Generation

book-recommender icon book-recommender

Book recommender project using content based filtering for dicoding "Machine Learning Terapan" submission. The dataset was taken from kaggle website.

book-recommender-system icon book-recommender-system

This project associated with my university for milestone project. A book recommender system using k-means clustering with content based approach from goodreads book dataset.

daily-temperature-analysis icon daily-temperature-analysis

The project applies various techniques such as decomposition, autocorrelation, forecasting and anomaly detection to understand the patterns and trends in the temperature data

fashion-similarity-model icon fashion-similarity-model

This project aims to build a fashion similarity model using TensorFlow MNIST Datasets and Siamese Network with custom model and contrastive loss. The model can compare two images of clothing items and determine how similar they are.

forex-predictive-analytics icon forex-predictive-analytics

Predictive analytics project about time series forecasting for dicoding "Machine Learning Terapan" submission. The dataset was taken from yahoo finance website.

idcamp-submission icon idcamp-submission

This submission was part of IDCamp scholarship in "Machine Learning" learning path.

janus-api icon janus-api

This project used for Artificial Guardian Angel Hackathon. Leveraging GPT and Prompt Engineering to develop Empathetical Model Generation

website-creation-agent icon website-creation-agent

This project focuses on leveraging Language Model capabilities, particularly Large Language Models (LLMs), for the development of an innovative Website Creation Agent. By harnessing the power of advanced natural language processing, this agent aims to streamline and simplify the process of creating websites.

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