Herbert Youngwhan Kim Email & Phone Number

Seoul, South Korea

• Conduct JMP Software demonstrations/presentations to enhance the probability of deal closures and provide seminars/webinars to boost user software proficiency.
• Assisted clients in unlocking value from their data, specializing in translating complex data analytics capabilities into compelling demonstrations and seminars tailored for diverse audiences.
• Guided client analysis processes using JMP, leading engagements that successfully introduced and implemented JMP software, culminating in a notable 145.14% user growth.
• Collaborated intimately with clients, understanding their unique challenges, and offering custom software solutions that fostered lasting business relationships.
• Played a pivotal role in assisting a leading semiconductor manufacturing company, designing optimal experiments that drastically reduced the defective product rate.
• Provided expertise to a renowned chemical manufacturing company in generating automated reports using advanced statistical methods, ensuring anomaly detection.

Seoul, South Korea

• Led seminars/webinars to broaden the JMP user community.
• Established a Notion blog offering insights on diverse aspects of JMP software utilization.
• Adapted and localized the free online course "Statistical Thinking for Industrial Problem Solving (STIPS)" for enhanced accessibility.

Seoul, South Korea

• Developed a graph learning algorithm using relaxed assumptions and provided assistance for three college courses, including mathematical statistics and introductory Bayesian probability theory.
• Developed a new identifiable directed acyclic graphical (DAG) model capable of learning Gaussian structural equation models (SEMs).
• Scripted modern SEM learning algorithms using R and Python and conducted numerical simulations.
• Conducted comprehensive research on state-of-the-art SEM learning algorithms, such as the Greedy DAG Search, and analyzed real data on Seoul house prices for a research paper.
• Utilized DBSCAN, K-Means Clustering, and other advanced methods to detect clusters from Seoul's geographical data using R.
• Conducted extensive research on cutting-edge machine learning algorithms and performed real data analyses for a research paper.

Master'S Degree, Statistics

Bachelor'S Degree, Statistics