Daeun Sarah Kim Email & Phone Number

United States

New York City Metropolitan Area

Analytics & Visualization Team, Business Transformation and Accountability Division (BTAD)

United States

Developed a large language model using RAG architecture, GPT-4, C#.Net, AWS S3, and MongoDB to provide personalized curricula for students with disabilities, equalizing their educational experience.

United States

• Implemented U-net model and achieved 90% correlation between ground truth and prediction on seed counting of MungBean Pod using RGB images and annotations.
• Established a 2D and 3D image processing method using OpenCV and 5D LiDAR and NeRF for Mung Bean feature extraction, automating genotype selection under diverse environmental conditions, which improved time efficiency.
• Optimized a corn breeding system using the Proximal Policy Optimization (PPO) algorithm, achieving 91% precision in identifying

• Provided expert server, network, and cloud architecture consultancy to diverse enterprise clients, including technically proficient and non-technical stakeholders, ensuring optimal environmental solutions.
• Resolved 98% of enterprise server and storage issues monthly, utilizing Salesforce and diagnostic logs for effective problem-solving.

Seoul, South Korea

• Developed 360-degree real-time surveillance application with OpenCV and ML, demonstrating Intel's new CPU capabilities.
• Achieved 93% confidence in object detection for a Smart Factory Project using customized YOLOv3 models, contributing to securing a key customer contract.
• Analyzed and optimized CNN models (e.g. VGGNet and ResNet) for Intel GPUs, showcasing improved image classification to internal teams.
• Organized seminars on 2D and 3D geometric transformations using computer vision, educating on various spatial transformations.
• Established an admin page for Intel’s internal website, leveraging a range of web technologies, now used by the IoT team.

Washington, District Of Columbia, United States

• Specialized in extracting valuable insights from large datasets, supporting strategic decisions with SQL and VBA, and integrating datasets with frontend systems for enhanced functionality.
• Improved human resource systems and project efficiency by implementing Scrum within Agile methodologies with a focus on data visualization, boosting decision-making capabilities using Power BI.

Phnom Penh, Cambodia

• Enhanced Cambodia's banking system with blockchain analysis, creating educational seminar materials.
• Guided students in operational management, automating systems using VBA and Monte-Carlo simulations.

Pohang, North Gyeongsang, South Korea

Seoul, South Korea

• Directed the development of a Java-based ERP program with a project management feature, which was successfully integrated and launched in the next software release, leading to a 15% reduction in project delays.
• Designed the ERP system with a focus on cybersecurity and SQL, ensuring data integrity and seamless integration with front-end systems.

Master Of Science - Ms, Computer Science - Artificial Intelligence

Activities and Societies: - Member of computer science and software engineering club and WiSE (Women in Science and Engineering) - Judge.

Bachelor Of Science - Bs, Computer Science And Business Administration

Activities and Societies: - IMC (IT & Management Consulting Club) (2017, 2018) - Big-data project with Market-Basket Analysis that.

Visiting Student, Business Consultancy