# Jonghoon Park > Data Science Major Location: Emeryville, California, United States Profile: https://flows.cv/jonghoon ## Work Experience ### Software Engineer @ Honda Research Institute USA, Inc. Jan 2026 – Present 99P Labs ### Data Scientist @ AFI, INC Jan 2026 – Present Game data analysis project focused on extracting user behavior insights and building data processing workflows ### Data Science - Yield & Quality Assurance @ Samsung Electronics Jan 2025 – Jan 2025 Completed foundational training on the 8 core semiconductor manufacturing processes and applied statistical analysis concepts in practice. Led a project focused on anomaly detection in CoW (Chip on Wafer) test trend data for HBM3E 12H products. Developed an ensemble anomaly detection logic using Z-score and rolling mean algorithms with Python and Pandas to identify early abnormal signals. Emphasized reducing false positives (FP) by evaluating model performance with PR-AUC and iteratively improving detection accuracy. Utilized Spotfire for trend visualization, gaining hands-on experience in data exploration and dashboard creation for quality monitoring. Collaborated with engineers and quality teams to interpret test trends and provide insights into potential defect sources. ### Software Engineer @ Samsung Electronics Jan 2024 – Jan 2024 •Researched OpenXLA compiler for ML optimization, improving model performance through system-level tuning. •Compared integration methods for TensorFlow, PyTorch, and JAX to streamline AI workflow. •Conducted Transformer model analysis using “Attention Is All You Need” and delivered technical presentation. ### Administrative Assistant (Social Service Agent) @ Republic of Korea Army Jan 2021 – Jan 2023 | Gyeonggi, South Korea •Managed school financial records, including budget tracking and expense reporting, ensuring accuracy and compliance with regulations. •Addressed and resolved public inquiries and complaints, providing efficient and empathetic service to parents, staff, and community members. •Utilized Microsoft Excel to organize financial data and streamline reporting processes, improving administrative efficiency. •Supported administrative operations, including scheduling, documentation, and interdepartmental coordination, contributing to a well-structured office environment. ### Disability Center Math & Chemistry Tutor @ Santa Monica College Jan 2018 – Jan 2019 | SantaMonica, California • Provided one-on-one and group tutoring sessions for students with disabilities, focusing on Chemistry and Math concepts. • Adapted teaching methods to accommodate diverse learning needs, ensuring accessibility and understanding for all students. • Learned the importance of empathy, simplifying complex concepts for easier understanding, and respecting individual differences through personalized support. • Collaborated with faculty and staff to develop study plans that improved student academic performance. ## Education ### Bachelor's degree in Data Science University of California, Berkeley ### Santa Monica College ## Contact & Social - LinkedIn: https://linkedin.com/in/1jonghoon-park --- Source: https://flows.cv/jonghoon JSON Resume: https://flows.cv/jonghoon/resume.json Last updated: 2026-04-11