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ARI+THE+SCIENTIST
Portfolio
GenAI BI Chatbot
Discover actionable insights and recommendations from your data with this AI-powered tool. Simply upload your dataset, ask natural language questions, and receive in-depth analysis within seconds. Whether you're seeking insights on sales performance, customer segmentation, or product profitability, our solution processes your data efficiently and provides clear, data-driven insights and recommendations.
Stocks Forecasting & Sentiment Analysis Demo
A web app built to visualize the sentiment analysis of tweets, data trends, and the 7 days forecast of the S&P 500 companies.
Statistical Impact Analyzer
Run automated EDA, rigorous causal inference (IPTW, matching, doubly robust with overlap and SMD balance diagnostics), and predictive modeling (Random Forest/XGBoost with ROC/PR, calibration, learning curves). Generates interactive Plotly visuals with a GPT Powered executive summary and recommendations.
Brain MRI Segmentation
Application used to automate the tumor segmentation process for MRI Brain Scans using the Deep Learning U-Net Architecture.
Synthetic Image Data Generator
A Unity3D app demo used to automate the generation of synthetic images used in the creation of Computer Vision models. This adds an advanced layer to the data augmentation process with the intent to maximize the accuracy of Models.
Lincoln Legal: Legal Documents Summarizer & Audio Generator
Web App to automate the summarization of lengthy legal documents using a model pre-trained on various cases from USA and European Courts, as well as UK and EU legislations.
Lung Diseases Diagnosis Using Deep Learning
A web application that uses computer vision analysis to diagnose and distinguish between Pneumonia and COVID-19 using the VGG19 deep learning algorithm.
Auto-Accident Cause Classifier
A simple web app that helps identify the cause of an accident using the xgboost machine learning algorithm.
Patients No-Show Prediction App
App used to predict and showcase the probability of a patient missing a scheduled appointment.
Publications
Publications
5 min read
5 min read
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