Jonghoon Park

• Conducted over 15 user discovery interviews to identify unmet needs in academic communities.
• Contributed to MVP planning by translating interview insights into actionable product requirements.
• Collaborated on early-stage AI service concept development and hypothesis-driven market testing.

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• Designed a normalized MySQL schema for social media datasets (users, posts, and interactions).
• Built a Random Forest model (85% accuracy) to predict post engagement based on metadata.
• Developed a TF-IDF and cosine similarity-based recommendation engine for tailored paper/job suggestions.

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• ‭ Researched OpenXLA compiler optimizations to enhance ML model performance by up to 20.57%.‬
• ‬‭ Compared AI framework integration (TensorFlow, PyTorch, JAX) for workflow optimization
• Conducted performance benchmarking on Transformer models and presented findings to engineering‬ teams.‬

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• Managed school financial records, including budget tracking and expense reporting, ensuring accuracy and compliance with regulations.
• Utilized Microsoft Excel to organize financial data and streamline reporting processes, improving administrative efficiency.
• Supported administrative operations, including scheduling, documentation, and interdepartmental coordination, contribute to a well-structured office environment.

• 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.
• I learned the importance of empathy, simplifying complex concepts for easier understanding, and respecting individual differences through personalized support.