Jason Kang

• Developed the backend and frontend of the web-based customer management system Deployed the whole web application package to public cloud vendors including DigitalOcean and AWS with focus on interoperability. Achieved cloud-agnostic and DR (disaster recovery) capability via multiple cloud systems. • Designed and developed initial version of custom web-based CRM and ERP system • Implemented unit and integration test set to deliver high quality functional features (Selenium)

• Devised product concepts and designed the architectures of IOT-based home management system with initial focus on automatic garage opening system. • IoT based system and RF Based system • Designed H/W and developed associated operating software including firmwares with Texas Instrument & Silicon Labs solutions • Developed the backend IoT solution utilizing Amazon Web Services - AWS IoT and front-end UI / management compatible with Apple iPhone. Device communication was established via registered key, push notification, web-based endpoint via HTTPs. • Worked on patent applications (still work in process) • Funded by Hana Financial Investment, a leading investor in S. Korea • Lead the development of all aspects of MVP solutions of the ShotTrack (ioT-based automatic golf scoring watch) from design, development and implementation. • Developed machine learning based sound categorizing algorithm and model, including various stages starting from ingesting data, processing raw data, building the optimized normalization set, establishing a logistic regression model for portability and repeatability. (The model precision and recall was greater than 98% and 95% respectively) • Streamlined integration with hand-held device (i.e. wrist) from sound collection, communication to Apple device (i.e. Macbook) real-time, data analysis, time-series data storage, processing model and visualization, all stages. Prediction capability based upon algorithm via machine learning model. • Worked on a provisional patent application • Dream Venture Star of Korea Creative Economy & Innovation, 2015 (Korea Creative Economy & Innovation is a joint organization of government and private companies. They discover promising start-ups and support the business growth. My company was supported by SK Telecom, leading telecommunication carrier in S. Korea)

- Electrical Engineering, specialized on the control of six-axis robot manipulators with neural networks. 1997 - The system identification and adaptive control of robot manipulator using Recurrent Neural Network (RNN) - Early stage of AI based machine learning for deep learning, utilizing RNN, aiming to control robot mechanics.