A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Aliro: AI-Driven Data Science

A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.

👀 An all-purpose eye tracking web application and API for Alzheimer's disease research (3 tasks, <3 mins). 1st place in the 2021 CNT hackathon https://www.cnthackathon.org/

🏆 HackPrinceton 1st Place (Health Hack + Best Use Machine Learning) - Developed method for Alzheimer’s and Dementia early on-set detection. 💊 Built AWS Lambda backend, NLP classifiers, & integrated software with Amazon Alexa

Alzheimers Detection using MRI Scans 🏥

Multimodal Virtual Presence Agent that uses advanced voice and vision capabilities to offer real-time, familiar-feeling conversations for people with Alzheimer’s. When a primary caregiver can’t be present, Relief provides comforting, supportive interactions—offering reassurance for loved ones and meaningful peace of mind for caregivers.

This project presents a Smart Wearable Medical Device (SWMD) – an IoT-based hand-band designed for critical care Alzheimer's patients. It features real-time GPS tracking, fall detection with caregiver alerts, emergency alert functionality, and monitoring of vital biomarkers, utilizing Firebase for data storage and synchronization.

Systematic review of human post-mortem immunohistochemical studies and bioinformatics analyses unveil the complexity of astrocyte reaction in Alzheimer’s disease.

Wearable AI Facial Recognition Assistive Device For Dementia and Alzheimer's Patients - 2023 ISEF Project

Detect Alzheimer's Disease based on tabular text dataset

project to detect Alzheimer's disease stages from MRI scans using deep learning, featuring api to accept images

Training pipeline for alzheimers classification with custom built EfficientNet and ResNeXt models.

Assistive technology for Alzheimer's patients & caregivers to ensure the health and wellbeing of loved ones

My thesis where I try to predict whether a MCI patient will convert to Alzheimers using a BAE (brain age estimator) and PET scans exclusively for brain imaging

A Machine Learning project predicting dementia progression from MRI data using SVM, One-vs-Rest and One-vs-One classifiers