Curriculum vitae

Data engineer and marine bioinformatics researcher focused on data platforms, semantic search, local LLM systems, and scientific workflow infrastructure.

Experience

  1. Data Engineer

    Information Biology Lab, Tohoku University · Sendai, Japan

    • Engineered ETL pipelines for semantic vector embedding generation and indexing.
    • Designed and implemented on-prem LLM inference APIs for local network infrastructure.
    • Architected reliable server operations, backup strategies, and automated workflows.
    • Designed and deployed scalable vector databases on local servers for semantic search.

  2. Data and AI Engineer

    IBM · Bangkok, Thailand

    • Designed and implemented vector database architecture for a contact center optimization project.
    • Developed an API for vector search, reducing manual search time by 65%.
    • Built a modular data pipeline to extract, transform, and manage vector embedding data.
    • Optimized semantic search and fine-tuned large language models to improve API performance.

  3. Data and AI Engineer Intern

    IBM · Bangkok, Thailand

    • Developed a domain-specific customer service chatbot using LLMs for a leading bank in Thailand.
    • Executed enterprise-scale data migration with an awk-based framework and minimal downtime.
    • Fine-tuned LLM models and elevated extraction workflows into API-ready systems.
    • Participated in the IBM WatsonX Challenge 2023 on customer service automation with LLMs.

  4. AI Researcher

    Thai-Nichi International College · Bangkok, Thailand

    • Designed and developed a machine learning iOS application using Swift and SwiftUI.
    • Developed CNN architecture, improving application accuracy by more than 20%.
    • Integrated TensorFlow and Keras neural networks into a native iOS development environment.

  5. Computer Laboratory Assistant

    Thai-Nichi International College · Bangkok, Thailand

    • Designed and implemented hands-on laboratory stations for programming and IoT concepts.
    • Maintained laboratory equipment and software for reliable classroom operation.
    • Demonstrated IoT systems and helped observers gain practical exposure to the technology.

  6. Teaching Assistant

    Thai-Nichi International College · Bangkok, Thailand

    • Assisted in the delivery of Engineering Mechanical Design course content.
    • Developed and administered assignments to reinforce student progress.
    • Managed operations for the laboratory's 3D printer.

Education

  1. Graduate School of Information Science

    Tohoku University

    • MEXT Scholarship grantee, fully funded by the Japanese government.

  2. Digital Engineering, B.Eng.

    Thai-Nichi International College · GPA 3.95/4.0

    • First-Class Honor and Dean's List Medal.
    • Medal of Academic Excellence for the highest GPA in the program.
    • First-ranked student and full scholarship holder covering 100% of tuition fees.
    • International Student Council and Department Representative.

Awards

  1. MEXT Scholarship

    Full scholarship from the Japanese government for graduate study at Tohoku University.

  2. Medal of Academic Excellence

    Recognized for outstanding academic performance and the highest GPA across the program.

  3. Certificate of Academic Excellence

    Issued by Thai-Nichi International College for achieving the highest GPA in the program.