Irvine, California, United States
Third year student at UC Irvine pursuing a Bachelor's degree in Computer Science with a minor in Biomedical Engineering. I kinda enjoy seeing machines learn. from . import machine machine.learn()
Digital Imaging Solutions | Future Services + Service Automation Tools Document splitter and field extraction service
Digital Imaging Solutions | Future Services + Service Automation Tools RAG chatbot on Azure
Engineered a privacy-focused W-Net CycleGAN model in Python using PyTorch, enabling simultaneous object detection and reversible image blurring controlled by encryption keys. Created an annotated dataset of 2,200 images using Grounding Dino and Roboflow to perform the concealment of sensitive information within photos using Natural Language Processing. Utilized large language models (LLMs) and vision-language models (e.g., LISA, MDETR, YOLO, BLIP) for privacy risk identification and sensitive data concealment through automated image manipulation.
Reracking weights and cleaning machinery.
Transformed raw camera and video data into DICOM-compliant formats, enhancing metadata integration and ensuring standardized, secure endoscope output aligned with medical standards. Configured and deployed a PACS server on Ubuntu with PostgreSQL to validate secure medical imaging storage and endoscope console functionality. Implemented TLS 1.3 with OpenSSL for secure DICOM file transmission, utilizing certificate authentication to meet stringent medical IT security standards.