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Hello, I am Muhammad Ravi Shulthan Habibi 👋

I am a Graduate Researcher with a keen interest in Artificial Intelligence, particularly in Natural Language Processing and Machine Learning. Currently, I am engaged in developing a question-answering system. However, I am still open to projects or jobs related to AI/ML/NLP/CV/DS.

Muhammad Ravi Shulthan Habibi's Projects

ac-iquad icon ac-iquad

Repository for hosting the AC-IQuAD dataset: A Dataset of Indonesian Question Answering Automatically Constructed using Wikidata.

command-detection icon command-detection

Code for determining the command given by the user by performing sequential intent classification and slot-filling using the ATIS and SNIPS datasets with a neural network approach: LSTM and pre-trained BERT.

credit-scoring icon credit-scoring

Code for classifying whether someone can repay their loan to a banking institution using a supervised learning approach: Binning and Logistic Regression.

gemini-explorer icon gemini-explorer

Create a Streamlit chat interface to showcase Google's Gemini, a state-of-the-art large language model. The goal is to offer an intuitive platform for users to interact with advanced language models, merging education with practical application in user-friendly interfaces.

gemini-flights icon gemini-flights

Revamp flight booking with an interactive chat powered by Google's Gemini. Seamlessly search and book flights through natural language, offering a user-friendly experience. Gemini's innovative capabilities facilitate real-time interactions with custom tools, enhancing flight management processes. FastAPI backend server for the Gemini Flights.

halo-dunia23 icon halo-dunia23

Hello World in multiple programming languages | Hacktoberfest 2023 repository

hand-sign-classification icon hand-sign-classification

Code for classifying hand-sign image dataset using a supervised learning approach: Neural Network with some technique to improve the accuracy metric.

luxury-loan-portfolio icon luxury-loan-portfolio

Python script for utilizing the Dash framework along with Plotly to visualize and analyze data from the Luxury Loan Portfolio. The script imports data from a CSV file containing loan portfolio information and generates three interactive charts.

martinheinz icon martinheinz

My GitHub Profile README. Don't just fork, star it, so others can find it too! 👀

medical-text-classification icon medical-text-classification

Code for a multi-label text classification model for medical inquiry documents using an ensemble learning approach: specifically Boosting.

os211 icon os211

Operating Systems 2021-1 (Semester Genap 2020/2021)

os211quiz icon os211quiz

Operating Systems 2021-1 (Semester Genap 2020/2021)

personal-website icon personal-website

Personal website/portfolio of @muhammadravi251001. Built using React and Bootstrap. Forked from @hashirshoaeb.

pet-image-classification icon pet-image-classification

Code for classifying pet image dataset using a supervised learning approach: Stacking and Neural Network with freezing layer.

predicting-earthquake-damage icon predicting-earthquake-damage

Code for predicting the severity of earthquake impact on buildings through various experiments, utilizing models like Logistic Regression, SVM, XGBoost, Neural Networks, and Random Classifier. It employs Grid Search and Randomized Search for optimal configuration and relies on feature correlations as primary predictors, adjustable with a threshold.

qas-with-indonli icon qas-with-indonli

Code Repository for Thesis: Utilizing Natural Language Inference for Indonesian Question Answering System.

seacrowd-datahub icon seacrowd-datahub

A collaborative project to collect datasets in SEA languages, SEA regions, or SEA cultures.

sugar-price-forecasting icon sugar-price-forecasting

Code for forecasting the sugar price using data scraping and modeling it using time series forecasting models/algorithms, such as: ARMA, ARIMA, and SARIMA.

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