Peter Fan

my journey exploring the world of information technology

Work Experience

a pancake tech stack meme: so you wanna know what I can stack

Software Developer

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Siemens EDA

Sept 2024Current

Development of machine learning-driven integrated circuit design and verification software used by major semiconductor companies around the world. Integration and development of LLM Agent to assist users of Solido Designer Environment.

Tech Stack
PythonLinuxJiraJenkins
Tags
PythonMLLLMAIAgentSemiconductorEDA

Machine Learning Intern

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Glüxkind Technologies Inc.

May 20224 months

Development of the autonomous driving feature for a smart baby stroller. I contributed to the semantic segmentation machine learning model, planned and balanced AI training data, and automated the processing of terabytes of image data using Python and bash scripts. I also supervised the manual data labelling process and developed a user-presence detection model.

Tech Stack
PythonPyTorchOpenCVAWSLinux
Tags
AIMachine LearningSupervised LearningComputer Vision

Software Engineering Intern

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Glüxkind Technologies Inc.

May 20218 months

Independent development of a cross-platform mobile application using React Native and Node packages. I implemented a Bluetooth client API for the app and a Bluetooth server on the Arduino micro-controller firmware. I also added a new back-end feature on the ROS stack for logging system topics and assisted the mechatronics engineer in ROS navigation stack development.

Tech Stack
React NativeJavaScriptArduinoC++ROSLinux
Tags
Mobile App DevelopmentEmbedded SystemRoboticsInternet of Things (I.O.T.)