darrycrucian

github profile

diabetes-prediction-model

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

financial-fraud-detection

This project uses machine learning to identify fraudulent transactions. The PaySim1 dataset is used to train a random forest classifier. The model is able to accurately identify fraudulent transactions with a low false positive rate. This model can be used by financial institutions to protect their customers from fraud.

financial-sentiment-ai

Financial Analyst AI is a project that applies artificial intelligence to analyze earnings calls and other financial documents. It leverages various NLP (Natural Language Processing) models to perform tasks such as speech recognition, text summarization, sentiment analysis, company and location extraction, and identifying forward-looking statements

fingpt

FinGPT is a project that uses natural language processing to enable users to request financial stock market data by simply typing a natural language query. The project simplifies the process of retrieving and visualizing stock data, making it accessible to a wider range of users.

finrl_india

FinRL but for indian markets.

llamaindex

llmops

Experiments with LangChain, Vector Databases and DeepLake.

lung-cancer-pred-model

news-article-summariser

AI based article summariser.

qaapp

The QAApp is a question-and-answer application that uses natural language processing to answer user questions. The application is still under development, but it has the potential to be a valuable tool for students, researchers, and anyone else who needs to find information quickly and easily.

real-time-sales-prediction-model

Real Time Sales AI Prediction Model, i made in my second semester of college as a hobby project.

shuttle-classification

Classifiers comparision on shuttle dataset, using Kernel Density and Grid Search CV

stock-trends-pred-model

This project predicts the future price of a stock using machine learning. A simple linear regression model is used to predict the closing price of a stock for the next 30 days. The RMSE is 0.05, which means that the predicted price is within 0.05 of the actual price on average.

stockgpt

youtube-video-summariser

YouTube Transcription & Summarization: Download and transcribe YouTube videos, generate AI-powered summaries using langchain, and store data in DeepLake. Simplify video analysis and extract key insights efficiently.