Machine learning for proteomics with applications to disease diagnosis and therapeutics

Teaching and research position. Graduate courses: Machine Learning, Recent Trends in Machine Learning (Deep Learning), Applied Machine Vision, Cloud Robotics, Full Stack Application Development, Web Application Engineering, Software Architecture Design. Undergraduate courses: Introduction to Computers and Programming, Computer Systems Architecture, Operating Systems, Object-Oriented Analysis and Design, Database Design, Digital Image Processing, Machine Vision, Engineering Praxis. Short courses: Linux for Real-Time Control, IT for Non-Specialists.Co-Founder and current CTO of the AIT Artificial Intelligence Center, an institute-wide outreach center dedicated to translating AI research into solutions for public and private sector organizations in Asia.

Spinoff commercializing academic research in AI, deep learning, and computer vision at the Asian Institute of Technology in Bangkok. Established technical operations, led development and production deployment of edge and cloud based AI and computer vision systems for southeast Asian market.

Teaching and research position. Courses: Operating Systems, Programming Languages, Artificial Intelligence, Compiler Construction, Networking Laboratory, Computer Architecture. Advisor to the SIIT Createch robotics student club and the SIIT RoboCup (robot football) team.

Performed research and development for autonomous mobile robotics software. Designed and empirically evaluated algorithms for vision-based robot localization, navigation, and environment mapping.

Performed research on statistical modeling and machine learning techniques for large databases of resumes and job postings. Designed and empirically evaluated natural language processing and information extraction algorithms.

Performed research on machine vision, facial identity recognition, and facial expression recognition.

Prepared course materials, gave supplementary lectures, graded work, and tutored students in Theory of Computation, Compiler Construction, Operating Systems Principles, Multimedia Systems, Java Seminar, andComparative Programming Languages. Won the department’s Teaching Excellence Award in 1998.

Developed image processing, computer vision, and machine learning algorithms for machine identification of the leaves of flowering plants.

Performed research on statistical modeling and machine learning techniques for financial fraud detection.

Employed user interface design and web programming techniques to improve the encyclopedia’s online interface.

Researched knowledge-based user interfaces and intelligent customization of World Wide Web content to user needs. Assisted courses in Artificial Intelligence, Computational Linguistics, Networking Projects, and Automata Theory.

Seasonal internships during undergraduate study and full-time work after graduation. Designed, maintained, and re-engineered software components in a large telecommunications system.