AI-powered personality prediction app that classifies individuals as either Introverts or Extroverts
Автор: RahulTheAnalyst
Загружено: 2026-01-15
Просмотров: 3
Описание:
Excited to share my latest project: an AI-powered personality prediction app that classifies individuals as either Introverts or Extroverts. This interactive web app was developed using Streamlit and showcases a comprehensive machine learning workflow.
Key details of the project include:
Dataset sourced from Kaggle, utilized for training and evaluating the machine learning model.
Implemented a supervised ML classifier that provides probability-based predictions.
Features a clean user interface with real-time inference, confidence scores, and visual breakdowns.
This project highlights:
An end-to-end ML workflow (data → model → app)
Practical deployment beyond traditional notebooks
A focus on usability and visualization
A production-style Streamlit application
The code and training pipeline are available on GitHub under DataScience Lab 8 for anyone interested in exploring or reviewing the work.
A short demo video is attached, and feedback is welcome!
hashtag#DataScience hashtag#MachineLearning hashtag#Python hashtag#Streamlit hashtag#Kaggle hashtag#MLProjects hashtag#AI hashtag#Analytics hashtag#GitHub hashtag#Portfolio hashtag#OpenToWork
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