Accidend-Severity-Prediction

Analyzing and predicting the severity of a road accident based on data collected from police stations.

Cyber-bullying twitter comments sentiment classification

• Built a machine learning model using Python and TensorFlow to classify cyber-bullying comments on twitter. • Deployed on Huggingface Spaces and developed a Gradio app that allows users to input a tweet and get a prediction on whether it contains instances of cyber-bullying. The Gradio app provided

Text-Generation-Game of Thrones Style

• Fine-tuned a text generation model using OpenAI's GPT-2 to generate text in the style of Game of Thrones.Achieved a perplexity score of 69.02 in just 2 epochs. • Deployed on Huggingface Spaces and Developed a Gradio app for inference toallow users to generate text based on their preference.

English to Hindi Translator

Worked on fine-tuning a pre-trained transformer-based language model on a dataset of English-Hindi translations.Used Hugging Face Hub library. Then developed a Streamlit app as a translation endpoint to make the translation model accessible to users, and deployed the model on Hugging Face Spaces.