My Portfolio
A showcase of my expertise in healthcare / automation and innovative solutions.
Featured / Healthcare Projects
Rust DICOM Toolkit
Issue
Existing DICOM tools are slow, large, or leak memory
Tech Used: Rust
Resolution
Build a fast, lightweight, and safe DICOM tool for tag reading, PNG export, and anonymization
AI-Powered No-Show Prediction
Issue
Huge amount of time lost due to preparing for a patient that'll not come to an appointment.
Tech Used: Python, FastAPI, Pandas, TensorFlow
Resolution
Implemented an AI-driven API that trains on specific data and predicts if a patient will attend with a High, Medium or Low probability.
Other Projects
AI CIFAR-10 Classification Tuning
Tried to get the highest accuracy on the CIFAR10 Dataset without changing any data.
Python, TensorFlow
COVID Data Analysis
Tested the COVID dataset and analyzed the content to output insightful plots.
Python, Pandas, Matplotlib
AI Classification of Disaster Tweets
Preprocessed and classified tweets to detect disaster-related content using from-scratch AI modelling.
Python, TensorFlow