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Ratchanon Noknoy

Backend & Data Engineer | Healthcare Systems | Data Infrastructure


Summary

Data Engineer with ~1 year of experience building production healthcare data systems, developing SQL-based data pipelines and ETL pipelines, and collaborating with clinical stakeholders (e.g., nurses) in legacy hospital environments.


Impact

  • Optimized SQL pipelines processing 400K+ records, reducing query latency by 96% (24h → <1h)
  • Automated patient intake workflows, reducing administrative workload by 80%
  • Reverse-engineered undocumented HOSxP schemas and built ETL pipelines for data integration and analytics
  • Translated clinical and operational requirements into production-ready data workflows
  • Built and deployed a RESTful API system using Next.js within 30 days in production
  • Stabilized and refactored legacy PHP systems to improve reliability under production constraints

Experience

Backend & Data Engineer — Kamphaeng Phet Municipality Hospital, Thailand

  • Built production data systems in healthcare environments
  • Collaborated with clinical stakeholders (e.g., nurses) to translate workflows into technical solutions
  • Designed SQL-based ETL pipelines and backend services for operational and reporting systems
  • Worked with legacy hospital systems (HOSxP) and fragmented databases
  • Focused on performance, data correctness, and system reliability

Projects

Healthcare Data Pipeline

  • SQL-based pipeline integrating legacy hospital systems
  • Enabled analytics and reporting over 400K+ records
  • Optimized for performance and maintainability

Telemedicine Patient Intake Platform

  • Backend system for automating patient intake workflows
  • Designed for real-world operational constraints and scalability
  • Integrated with clinical workflows and external services

LINE Messaging Patient Platform

  • Automated patient communication via LINE Messaging API
  • Improved response time and operational efficiency

Legacy System Stabilization (PHP)

  • Refactored production legacy systems
  • Improved system stability under limited observability

Skills

Data: SQL, MySQL, Data Modeling, ETL, Data Pipelines, Query Optimization
Backend: Node.js, REST APIs, System Design
Systems: Git, Database Systems, Healthcare Systems (HOSxP)


Education

Mae Fah Luang University, Thailand
B.S. in Software Engineering
Transcript: View Transcript


Contact

Open to opportunities in backend engineering, data engineering, and infrastructure engineering.

Pinned Loading

  1. hosxp-analytics-pipeline hosxp-analytics-pipeline Public

    SQL analytics pipelines on reverse-engineered HOSxP data, processing 400K+ records and reducing reporting latency from 24h to <1h.

    1

  2. telemedicine-intake-system telemedicine-intake-system Public

    Telemedicine intake system automating patient registration, reducing administrative workload by ~80%, deployed at the municipality of Kamphaeng Phet.

    JavaScript 1

  3. line-hospital-integration line-hospital-integration Public

    Developed a webhook-based LINE integration to automate patient messaging workflows and provide structured access to hospital services.

    JavaScript 1

  4. legacy-php-routing-fix legacy-php-routing-fix Public

    Debugged and stabilized a legacy PHP hospital system by fixing critical routing failures causing HTTP 404 errors in production.

    PHP 1