Projects

A collection of my work in software engineering, AI, and healthcare technology. Each project represents a unique challenge and learning opportunity.


You can find more details regarding these experiences on my LinkedIn

ReMotion - CHI Conference 2023

AI/ML

Supporting Remote Collaboration in Open Space with Automatic Robotic Embodiment.

Impact: 7 total citations with 1,600 cumulative active downloads.
OpenCVUnityKinect+4 more

Clinical Gen AI Copilot

AI/ML

Developed a full-stack web application that leverages generative AI (ChatGPT4, Anthropic Claude) to summarize clinical content, resulting in an 18% increase in insurance utilization. The system provides intelligent clinical documentation assistance and automated summarization.

Impact: 18% increase in insurance utilization
Next.jsFastifyOpenAI API+3 more

ML Pipeline for Length of Stay Prediction

AI/ML

Implemented an end-to-end Random Forest Estimator for predicting patient length of stay, integrated with Google Ads for optimized marketing performance. The system processes clinical data through a robust pipeline.

Impact: 11% improvement in Google Ads Performance
PythonAirflowFastAPI+3 more

Bed Board System

Full Stack

Architected and deployed a full-stack application for orchestrating bed management across 14 facilities, handling 1M+ monthly requests from 800+ users. The system includes real-time updates and comprehensive data architecture.

Impact: Scaled to 14 facilities with 1M+ monthly requests
ReactNode.jsPostgreSQL+3 more

Clause Detection System

AI/ML

Designed and implemented a BERT-based system for detecting identical clauses in partnership contracts, enabling legal teams to quickly identify actionable items in banking data.

Impact: Automated legal document analysis
PythonBERTPyTorch+3 more