Miao Song

• Led the development, optimization, and integration of AI solutions in key products. • Designed, implemented, and trained generative AI models for automated room and furniture layout design. • Developed multi-modality AI solutions, combining vision and language models to enhance customer interaction experiences for business applications. • Designed and implemented various data collection, cleaning, alignment, and evaluation methodologies to improve AI model performance. • Built AI pipeline systems to validate model performance and assess business impact.

• Served as a technical lead for AI solution development and integration in mobile cameras for edge devices. • Designed, implemented, and deployed AI models tailored for edge-device applications to meet business needs. • Optimized AI models for memory and computational efficiency to enable real-time processing on edge devices. • Deployed and Integrated multiple AI models into production environments, ensuring seamless deployment. • Developed systematic approaches for data collection, cleaning, alignment, and evaluation to enhance AI model performance. • Designed and implemented various computer vision algorithms to address business challenges.

- Developed key product features across various product lines. - Acted as a system architect, overseeing product design and implementation.

Development Work: - Designed and implemented multi-thread based scheduling simulator to schedule real time tasks with end-to-end deadline constraints accompanied with multiple real-time scheduling algorithms using java. - Self-diagnosis in wireless sensor network.  Implemented the self-diagnosis embedded applications in telosb mote using nesC based on TinyOS, to self detect the abnormal phenomenon, such as lose of connection, out of battery, happened in the WSN (based on CTP protocol) environment. The useful detecting information was analyzed out of the collected multiple sensor data and wireless network data.  Implemented the simulation application by Ruby and nesC based on TOSSIM in TinyOS 1.0 to track the movement trace of the mobile object. - Peer-to-Peer File System  Designed and implemented a distributed file system, each node can be treated both as file client and file server, the file update can be done through "pull"​ and "push" mechanism.  Developed the related underlying data structure support and message flooding. - Minix 3 Improvement  Implemented the specific shell of Minix, emulated the multi-thread communications for system service  Implemented the keyboard driver based on Minix core. Research Work: specialized in tasks scheduling and coordination in distributed and real-time communication and computing(system) within limited resource constraint. Teaching Assistant Work: Provided teaching assistant for computer science course CS 521: Object-Oriented Analysis and Design CS 536: Science of Programming CS 587: Project Management CS 445: Object-Oriented Design and Programming CS 331/401: Data Structure/Introduction to Advanced Studies (Lab Instructor)

- Designed and developed android app to seamlessly scan, connect and display multiple mobile devices (sensor nodes) through various wireless media such as BT, Wifi, CoAP protocols for Internet of Things (IoT) applications. (The app finally became a foundation for Moto internal app “Minerva”) - Designed and developed android app to record different sensors and retrieve sensor data based on defined frequency for internal debugging purpose.

- Worked on NSF Project "Theory of Programming Analysis and Key Technology Research on Software Re-engineering". Do research on GLR optimization algorithm and automatic generation of grammar parser or analyzer, in order to achieve the structured module grammar definition, error processing and the recovering of GLR algorithm. - Worked on Job Information Searching System for College Graduates, sponsored by Chinese Department of Education; Developed search webpage, information navigation service and finished website testing by using Mysql + php + Apache - Worked on project of IPv6 WAN Management System which was based on IPv6 and MySql in Linux and set up on Adventnet platform developed by Java; Developed topology recognition module for the sub-system

Specialize in distributed real time system, cyber physical system, real time scheduling algorithms.