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Sungwoon Park

Computer Science @ UW-Madison

Incoming Software Engineer at an S&P 100 company

  • Passionate about full-stack and AI/ML
  • Skilled in Java, JavaScript, and Python
  • Located in Seattle (Currently in Madison)

Experience

Software Engineer Intern

May 2025 - Aug 2025

ServiceNow

Kirkland, WA
Internship
  • Enhanced configuration item check-in/checkout tool used 1,000+ times daily by developing and integrating Java-based conflict detection APIs, helping 500+ engineers avoid collisions
  • Reduced workflow delays by 20% through building JavaScript Script Includes and GlideAjax integrations that enabled client–server communication and automated record processing
  • Delivered 40+ story points and 5+ production deployments by completing the full development process of the Service Catalog, from design docs and reviews to implementation, code reviews, and launch
JavaJavaScriptGlideAjaxServiceNow PlatformCI/CDAPI Development

Research Assistant

Jan 2025 - Present

People and Robots Lab

Madison, WI
Research
  • Building an AI-driven educational robotics platform, enabling real-time interaction and curriculum creation for K–12 students, by integrating Misty Robot APIs, WebSockets, and GPT-powered prompts into a full-stack system
  • Developed a multimodal RAG system that achieved 90%+ retrieval accuracy on text and image queries, by using ChromaDB for semantic vector storage and retrieval to deliver context-aware responses
  • Created interactive classroom activities, enhancing student engagement through guided conversations and visual recognition, by programming robot sensors and voice input to support multimodal learning
PythonWebSocketsGPTChromaDBMisty Robot APIsRAGEducational Technology

Research Assistant

Sep 2024 – May 2025

The Responsible AI for Learning Lab

Madison, WI
Research
  • Collaborated in the development of a bilingual tool for K12 classrooms, which captures audio from student discussions, transcribes it in real time, and generates conversational summaries to enhance teacher insights
  • Employed LangChain for conversational intelligence, Python and advanced LLMs for language modeling, OpenAI Whisper for precise transcription capable of handling dialects and code-switching, and AWS for scalable, cloud-based deployment
PythonSupabaseNLPMultilingual LLMsReactSLAIAudio Processing

Perceptions Engineer

Sep 2024 – May 2025

Wisconsin Autonomous

Madison, WI
Student Org
  • Developed a perception stack for vehicle autonomy, improving environmental awareness and navigation reliability by 20%, by using sensor fusion to combine camera and LiDAR data with OpenCV for image processing
  • Enabled precise detection and response to traffic signs, stoplights, lane markings, pedestrians, and vehicles, achieving 90%+ object classification accuracy, by implementing ROS2 nodes running a YOLO network to classify objects and calculate distances
PythonOpenCVROS2YOLOLiDARComputer VisionSensor FusionAutonomous Vehicle

Projects

SLAI Tool

2025
AI/ML

Multimodal LLM tool for audio transcription, summarization, and extraction with multilingual support.

PythonSupabaseNLPMultilingual LLMsReact

Educational Robotics Platform

2025
AI/ML

Educational robotics platform with Misty APIs, WebSockets, and GPT-powered multimodal RAG for parent-child learning collaboration.

PythonWebSocketsGPTChromaDBMisty Robot APIsHuman-Computer InteractionEducational Technology

USave - Finance App

2024
Full-Stack

Web-based expense tracking with user authentication, budget management, and real-time monitoring using JWT and MySQL.

JavaScriptNode.jsExpressReactMySQLJWT

NeatNote - iOS App

2024
Mobile

iOS task management with filtering, CoreData storage, dark mode, and notifications built with SwiftUI.

SwiftSwiftUICore DataNSPredicate

Autonomous Vehicle

2024
Autonomous

Perception system using sensor fusion of camera and LiDAR data with YOLO detection and ROS2.

PythonOpenCVROS2YOLOLiDARComputer Vision

Technical Skills

Programming Languages

JavaPythonJavaScriptCC++SQLSwiftTypeScript

Frameworks & Technologies

ReactNext.jsNode.jsAngularTensorFlowPyTorchOpenCVSwiftUICore DataWebSocketsRESTful APIsJWTSupabaseExpressMySQLMongoDBDockerAWSGitGitHub

AI/ML & Research

ChromaDBRAGNLPComputer VisionYOLOROS2Sensor FusionJenkinsAPI DevelopmentDatabase DesignAgile Development
Sungwoon