Logistic Regression of Breast Cancer Wisconsin (Diagnostic) Data Set that is deployed on Streamlit for better visualization and interactivity of the model.
Tools: Python, Streamlit, CSS, scitkit-learn
Performed data analysis over historical data to discover insights to build dashboard. Recommended increasing price and offered further considerations based on analysis.
Tools: SQL, Power BI
Built CrewAI Agents to perform research tasks using analytical tools prior to a meeting.
Tools: Python, crewAI, OpenAI API, langsmith
Developed a model to detect homophobic content on Twitter using the Twitter-roBERTa model, fine-tuned on a custom dataset. The project involved extensive data preprocessing, augmentation, and model evaluation, achieving an accuracy of 87% on unseen data. Deployed the model on Streamlit with integration to Hugging Face for real-time inference.
Tools: Python, Transformers (Hugging Face), PyTorch, scikit-learn, NLTK
The objective of this project is to securely manage and streamline structured and semi-structured data from YouTube videos.
Tools: AWS, Python, Spark
This is a Tic Tac Toe game where you can play against an AI. The game uses the minimax algorithm for the AI to make optimal moves.
Tools: Python
A project for classifying sales data using a Random Forest classifier.
Tools: Python, scikit-learn
Linear Regression Analysis of annual medical expenditures to estimate annual insurance premium offered to the customer.
Tools: Python, pandas, plotly
Logistic Regression Analysis of a decade's worth of weather observations to predict whether it will rain or not at a given location in Australia.
Tools: Python, pandas, scikit-learn, plotly