Responsibilities:• Leading the development of Intelligent Gait and Balance System with 4 Junior AI Developers.• Collaborating with the MMH Clinical Team consisting of physicians and physical therapists.• Maintaining Agile software development methodology for product development and deployment.• Written patents and documentation regarding ROM and Gait projects.• Recruited 7 Junior AI Developers by conducting a full recruitment cycle - from coding challenge to interview.

Responsibilities:• Initiated a new project: Intelligent Gait and Balance System.• Proposed a solid ML-based gait abnormality detection framework.

MyMedicalHUB International, Ltd., a subsidiary of MyMedicalHUB Crop, USA, is an AI-based healthcare top startup providing a revolutionary approach to musculoskeletal health. Its health technology solution enables physicians to identify patient risk for injuring any of the over 350 joints in the human body, avoid pain, minimize healthcare costs, and improve wellness.MyMedicalHUB's virtual AI-based musculoskeletal (MSK) examination is the first-to-market technology that enables virtual MSK tests without the requirement for wearables. This platform can obtain accurate and extensive range of motion (ROM) data that is typically not available with in-person human examinations. A proprietary Fysical Score™ based on hundreds of data points on the body provides the patient and the physician with actionable and objective data that no other technology offers. The platform integrates state-of-the-art pose estimation models with rule-based AI for its solutions.I served as one of the key researchers and developers for the ROM project. Responsibilities:• Measured Range of Motion (ROM) from patient videos using state-of-the-art human pose estimation models.• Managed multiple Amazon Elastic Compute Cloud (EC2) and Amazon Simple Storage Service (S3).• Developed a novel technique for measuring the trunk rotation ROM based on 3D pose estimation.• Prepared datasets for ROM exercise specific custom-trained models.• Built a distributed system to up-scale ROM API requests following master-slave architecture.