Amit Ailiani, PhD

• Machine Learning Scientist with extensive experience in driving product innovation in the healthcare and medical imaging space. • Proficient in training machine learning and computer vision models for segmentation, object detection, and photorealistic generative models. • Deployed trained models for front end (iOS and Android devices) and backend systems. • Leading cross-functional teams to integrate cutting-edge machine learning technologies, and delivering innovative products. • Demonstrated success in enhancing product capabilities, and contributing to commercial success. • Experienced Medical Device Software engineer in the field of Radiation Oncology, MRI, CT and Ultrasound Imaging modalities. • Designed and Implemented features and enhancements for 2D/3D image segmentation, 2D/3D image registration, and image processing algorithms. • Software development and Image Processing for IOS, Android Platforms and Cloud Product Management: • Data analytics for online and offline product metrics for deployed models. • Support Sales teams with email campaigns generating photorealistic customer images. • Support backend teams with optimized models and endpoints to lower the cost of processing a single image. Computer Skills • Machine Learning Frameworks: Keras, Tensorflow, Pytorch and ONNX for inference • Programming languages: Python, C++, Matlab, Swift •. Specialties: Machine Learning, Deep Learning, Image Analysis and Image Processing Algorithms