Senior AI Researcher, Team Manager, and System Administrator
2019 - PRESENTCorpy&Co- Developed cloud software as a medical device and managed the project from scratch. Based on a state-of-the-art machine learning model, the software can assist radiologists in diagnosing brain aneurysms, even the smallest ones.
- Participated in elaborating Japanese national guidelines to define good practices for AI usage. These were adopted as part of a framework managed by the Japanese Advanced Institute of Science and Technology.
- Designed and installed a complete data infrastructure used by all employees for R&D and production deployment, including networking, servers, data clusters, continuous integration, and a testing platform.
- Built a fluid simulation pipeline that can extract blood vessels from MRI scans, create the mesh, and run computational fluid dynamics simulations to obtain stress, velocity, and pressure inside the vessels.
Technologies: Machine Learning, Artificial Intelligence (AI), Computer Vision, Medical Imaging, Linux, Amazon Web Services (AWS), Azure, Cloud, Node.js, Microservices Architecture, Deep Learning, Physics Simulations, Simulations, Datasets, PyTorch, Text Generation, Fine-tuning, Data Inference, DeepSpeed, Back-end, Object Detection, Object Tracking, Machine Learning Operations (MLOps)Research and Teaching Assistant
2017 - 2019Tohoku University- Developed a computer vision system for robots to find survivors during earthquake recovery operations.
- Published a paper at a top conference workshop on large-scale taxonomy problems using machine learning (ML) and data science algorithms. Used by eCommerce websites to retrieve information in large tree structures.
- Taught discrete mathematics and algorithms to undergraduates.
Technologies: Artificial Intelligence (AI), Applied Mathematics, University Teaching, Data Science, Data Inference