6+ years of research experience in designing highly secure blockchain network for the transaction of medical data among medical professionals. Algorithm design expertise in solidity programming language on remix IDE. Decentralized platform setup using ethereum blockchain for biomedical images. 4+ years of research experience in the enhanced techniques for classification and segmentation of biomedical images. Image analysis expertise using machine learning and deep learning techniques. Professional experience of medical data analysis in PACS and EMR environment. Hands on experience in PACS installation for pathology image analysis in hospitals and medical institutions.
Experience: 5 years
Yearly salary: $34,000
Hourly rate: $25
Nationality: 🇵🇰 Pakistan
Residency: 🇰🇷 South Korea
Experience
senior researcher
Humintec Co. Ltd. 2022 - 2024
Research and development for a blockchain-based decentralized file sharing platform for biomedical images. iPEAK utilization for biomedical images November 2022. Sectra PACS training for histopathology images July 2023. Mediator of Humintec-Sectra partnership management of PACS installation in Korean hospitals 2023.
graduate research assistant
ajou university 2017 - 2024
Use of blockchain decentralization properties for setting up a distribution network for biomedical images. Solidity based algorithm design for secure transaction of biomedical data using hash properties of images in the blockchain. Employed supervised learning for segmentation in tumor cells of breast cancer images. Utilization of Scikit and tensorflow in python for image segmentation. ResNet34 Deep CNN model setup for benign and malignant cell classification. Virtual machines network design for long-term and short-term storage of pathology images in the PACS server.
Skills
