Yang Song, Ph.D.

Info

Senior Algorithm Engineer @LotusTech specializing in AWS cloud infrastructure, data closed-loop engineering, and ADAS development for autonomous driving systems. I build scalable cloud-native architectures with deep experience in AWS services, Kubernetes orchestration, and real-time V2X data processing pipelines. My expertise spans distributed systems, AI infrastructure, data engineering toolchains, compliance frameworks (data governance, GDPR), and agile project management—all crucial for scalable AI and autonomous driving applications. Passionate about bridging business needs with technical innovations, I deliver tailored cloud architecture solutions that drive efficiency and scalability. Proficient in Python, Java, C++ (ROS), and cloud DevOps practices. Led development of enterprise-grade data platforms that process millions of sensor data points daily, enabling rapid ADAS iteration cycles through data-driven workflows and automated ML pipelines.

Yang Song with Lotus x Hope bicycle in Frankfurt - Senior Algorithm Engineer

Experience

Senior Algorithm Engineer 2022 – Current Lotus Tech +

Senior Algorithm Engineer at Lotus Tech

Architected and manage a cloud-native SaaS platform on AWS supporting ADAS data processing and data-closed loops for autonomous automotive systems. Oversaw compliance, data lifecycle, infrastructure reliability, and performance optimization for ADAS workloads across hybrid cloud architectures. Built Kubernetes-based data platforms that process 10M+ daily sensor data points using MSK, Lambda, S3, and Redshift, implementing automated ML workflows for ADAS model training. Drive business development initiatives with external automotive clients—gathering requirements, shaping technical proposals, and delivering POCs to win projects and expand partnerships.

Senior Algorithm Engineer 2019 –2022 Aptiv +

Senior Algorithm Engineer at Aptiv

Led radar processing algorithms for Motional's Robotaxi, enhancing sensor fusion libraries with Python, C++, and in-house cloud-based toolchains. Led POC development of lane change prediction and ADAS features for BMW and Stellantis clients. Delivered error-handling APIs with ROS, ensuring ASPICE-compliant solutions.

Software Engineer 2016 – 2019 Groupon +

Software Engineer at Groupon

Built REST APIs in Java and Scala, enabling 6M+ daily customer notifications and GDPR compliance for EMEA. Migrated Hive to Spark, boosting performance 10x and cutting data pipeline runtime by 50%+. Designed and implemented scalable data processing architectures using Apache Spark, Kafka, and cloud-based data warehouses for real-time analytics and customer insights.

Robotics Engineer Intern 2015 – 2015 Auro Robotics +

Robotics Engineer Intern at Auro Robotics

Engineered a self-driving shuttle at Auro Robotics, implementing ROS-based path planners with GPS and LiDAR. Developed cloud-based simulation and testing infrastructure for autonomous navigation algorithms. Optimized navigation through simulations, earning YC Demo Day spotlight and $2.1M investment. Built scalable data collection and processing pipelines for sensor fusion and path planning optimization.

Partners

All Work

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Let's Connect

Mail: info@ysong.dev

Location: Frankfurt, Germany

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