Emotion AI: Facial Key-Points Detection
Developed a deep learning model for facial key points detection using ResNet, achieving an accuracy above 70%. Implemented image augmentation for data expansion and created a blog deployed on Heroku using Streamlit for the frontend.
Airlines Sentiment Analysis
Conducted Sentiment Analysis on user data for six airlines, developed interactive data visualizations, and performed comparative analysis on user tweet data across airlines to derive insights.
Analyzing NYC Motor Vehicle Collisions
Built an interactive Streamlit web app with Python for exploring and visualizing NYC motor vehicle collision data.