Signal Processing
Methods for extracting structure, patterns, and interpretable information from complex signals.
Data Science Research Center | CMU
Sippanon Kitimoon, Ph.D.
Computational Applied Mathematician
I work across applied mathematics, signal processing, machine learning, and software systems for scientific and engineering problems.
About
Applied mathematics for data-rich scientific systems.
Sippanon Kitimoon is a computational applied mathematician with a Ph.D. in Mathematics from Claremont Graduate University and more than eight years of industry experience in software development, data analytics, and signal processing.
His work connects mathematical modeling, high-performance software, and data-driven methods for advanced analytics, engineering applications, recommender systems, and scientific computing. He joined the Data Science Research Center, Faculty of Science, Chiang Mai University on April 1, 2026.
- Location
- Chiang Mai, Thailand
- Affiliation
- Data Science Research Center, Faculty of Science, Chiang Mai University
- Education
- Ph.D. Mathematics, Claremont Graduate University
Research
Research interests
The research program centers on computational methods that turn mathematical structure into reliable tools for data analysis and decision support.
Mathematics of Data Science
Mathematical foundations for data representation, similarity, prediction, and model behavior.
Applied Harmonic Analysis
Computational harmonic analysis for scientific, engineering, and image-processing problems.
Machine Learning and NLP
Predictive models and language systems that support applied analytics and decision-making.
Scientific Computing
Software and numerical workflows for reproducible computational research and consulting projects.
Experience
Industry, research, and teaching
2017-Present
Senior Software Engineer
Develops big data solutions in R, Python, and C/C++; applies signal processing, machine learning, NLP, and predictive modeling to client projects in engineering and business domains.
2016-2017
Machine Learning Researcher
Developed a hotel recommendation system using closed-loop customer data, k-nearest neighbors models, engineered features, and TensorFlow-based experiments.
2016
Research Assistant
Conducted applied mathematics research in MATLAB and Python for image processing, including implementation of algorithms from academic papers.
2015-2016
Teaching Assistant
Supported courses in Data Structures and Advanced Programming through grading and student tutoring sessions.
Publications
Scholar profile
A complete and current publication list is maintained on Google Scholar. Selected publications can be added to this site as the research pages expand.
Open Google Scholar profileTeaching
Teaching and mentoring
Chiang Mai University
Teaching interests include data science, signal processing, computational mathematics, machine learning, programming, and applied analytics.
Claremont McKenna College
Teaching assistant experience in Data Structures and Advanced Programming.
Pitzer College
Mathematics tutoring experience for Calculus I, II, and III.
Contact
Academic and research inquiries
For research collaboration, student inquiries, and academic correspondence, email is the best first contact.