muhammadravi251001
A graduate researcher, currently delving into AI/ML/NLP/CV/DS driven by a sense of enjoyment and curiosity. Somehow become a REDL wannabe person.
REDL.FAAG.ATSTJakarta, Indonesia
Pinned Repositories
ac-iquad
Repository for hosting the AC-IQuAD dataset: A Dataset of Indonesian Question Answering Automatically Constructed using Wikidata.
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
Code for classifying whether someone can repay their loan to a banking institution using a supervised learning approach: Binning and Logistic Regression.
data-indonli
multilingual-qas-with-nli
Code Repository for Paper: Multilingual Question Answering System Utilizing Natural Language Inference.
pet-image-classification
Code for classifying pet image dataset using a supervised learning approach: Stacking and Neural Network with freezing layer.
qas-with-indonli
Code Repository for Thesis: Utilizing Natural Language Inference for Indonesian Question Answering System.
seacrowd-datahub
A collaborative project to collect datasets in SEA languages, SEA regions, or SEA cultures.
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.
muhammadravi251001's Repositories
muhammadravi251001/qas-with-indonli
Code Repository for Thesis: Utilizing Natural Language Inference for Indonesian Question Answering System.
muhammadravi251001/ac-iquad
Repository for hosting the AC-IQuAD dataset: A Dataset of Indonesian Question Answering Automatically Constructed using Wikidata.
muhammadravi251001/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.
muhammadravi251001/credit-scoring
Code for classifying whether someone can repay their loan to a banking institution using a supervised learning approach: Binning and Logistic Regression.
muhammadravi251001/data-indonli
muhammadravi251001/first-step-hack
Try to Contribute to Hacktoberfest 2022
muhammadravi251001/medical-text-classification
Code for a multi-label text classification model for medical inquiry documents using an ensemble learning approach: specifically Boosting.
muhammadravi251001/multilingual-qas-with-nli
Code Repository for Paper: Multilingual Question Answering System Utilizing Natural Language Inference.
muhammadravi251001/pet-image-classification
Code for classifying pet image dataset using a supervised learning approach: Stacking and Neural Network with freezing layer.
muhammadravi251001/seacrowd-datahub
A collaborative project to collect datasets in SEA languages, SEA regions, or SEA cultures.
muhammadravi251001/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.
muhammadravi251001/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.
muhammadravi251001/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.
muhammadravi251001/Halo-Dunia23
Hello World in multiple programming languages | Hacktoberfest 2023 repository
muhammadravi251001/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.
muhammadravi251001/ind-synthetic-nli-from-qa
Github homepage for Indonesian-Synthetic-NLI data derived from Indonesian-QA, provided for publication.
muhammadravi251001/Java-Projects
I want to try to contributing on open source project.
muhammadravi251001/Javascript-Projects
I want to try to contributing on open source project.
muhammadravi251001/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.
muhammadravi251001/MartinHeinz
My GitHub Profile README. Don't just fork, star it, so others can find it too! 👀
muhammadravi251001/mini-socmed
mini-socmed kowan
muhammadravi251001/muhammadravi251001
My personal repository
muhammadravi251001/muhammadravi251001.github.io
muhammadravi251001/personal-website
Personal website/portfolio of @muhammadravi251001. Built using React and Bootstrap. Forked from @hashirshoaeb.
muhammadravi251001/PHP-Projects
I want to try to contributing on open source project.
muhammadravi251001/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.
muhammadravi251001/Python-Projects
I want to try to contributing on open source project.
muhammadravi251001/spotify-chatbot
Hosting an AI-powered Q&A chatbot for analyzing Google Store reviews of music streaming applications like Spotify using multiple approaches such as Gemini, GPT, DistilBERT, RAG, etc.
muhammadravi251001/ti1-pdb
Tugas 1 PDB
muhammadravi251001/ti2pdb