Summary
Overview
Work History
Education
Skills
Academic Experiences
Timeline
Generic
Donwiwat Moonjat

Donwiwat Moonjat

Data Engineer
Ban Pho

Summary

Experienced Data Engineer with a passion for IoT, Computer Vision and Data analytics, looking for a challenging role to leverage my skills in data pipeline development, IoT integration and analytics to contribute to cutting-edge projects and advance my career in the IoT and Data Engineering fields.

Offering highly analytical mindset and passion for leveraging data to solve complex problems, eager to learn and grow within dynamic team. Brings foundational understanding of data systems and database design that can be quickly developed through hands-on experience. Ready to use and develop skills in SQL and Python in Data Engineer role.

Overview

5
5
years of professional experience
6
6
years of post-secondary education

Work History

Data Engineer

Western Digital Storage Technology
01.2023 - Current
  • Project 1: Vision Inspection System with FastAPI and Computer Vision Technologies Used: FastAPI, YOLO, Image processing
  • Developed a Vision Inspection system to automate quality control processes by integrating Computer Vision models with FastAPI for seamless API deployment.
  • Utilized FastAPI to build a lightweight and efficient backend for real-time image processing and model inference.
  • Integrated the system with machine control systems for automatic decision-making based on inspection results, improving operational efficiency.
  • Project 2: Computer Vision Anomaly Detection (CVAD) Technologies Used: FastFlow, RTSP, Docker, Kubernetes, Python
  • Developed an anomaly detection system for monitoring machinery using Computer Vision models to detect abnormal behaviors in real-time via RTSP (Real-Time Streaming Protocol) stream.
  • Implemented Fastflow to create efficient and scalable machine learning pipelines for real-time processing of video streams, enabling rapid anomaly detection.
  • Deployed the system using Docker for containerization and utilized Kubernetes for orchestration to manage the deployment.
  • Project 3: Data Visualization with TIBCO Spotfire Technologies Used: TIBCO Spotfire, SQL
  • Developed an interactive data visualization dashboard using TIBCO Spotfire to provide insights into large datasets for business stakeholders.
  • Designed and implemented a variety of charts, graphs, and reports to present key business metrics, trends, and anomalies, enabling more informed decision-making.

Cooperative Education

Robert Bosch Automotive Technologies
01.2020 - 01.2021
  • Production control of automotive connectors using injection molding machines, ensuring material quality, and maintaining quality control for consistent, high-quality output.

Education

Master Degree - Mechatronics Engineering

Suranaree University of Technology
01.2021 - 01.2023

Bachelor degree - Mechanical Engineering

Suranaree University of Technology
01.2017 - 01.2021

Skills

    ETL development

    Machine learning

    API development

    Real-time analytics

    Data pipeline design

    Python programming

Academic Experiences

  • Master Project, Development of tracking and validation for operator work processes using computer vision techniques., Western Digital Storage Technology Thailand (Bang Pa In), 08/2022, 05/2023, Developed a computer vision model to detect abnormal activities on the production line., Created a user-friendly web application for real-time monitoring and an email alert system.
  • Mini Project, Battery Management System Using Relay Contactor by Micro Controller for Lithium-ion Battery., Suranaree University of Technology, 01/2021, 05/2021, Developed a prototype of battery management system that prevents damage from improper usage.
  • Cooperative Education, 8 Months Cooperative Education, Robert Bosch Automotive Technologies, 08/2020, 04/2021, Production control of automotive connectors using injection molding machines., Ensured material quality and maintained quality control for consistent, high-quality output.
  • Bachelor Project, Auto Drip Coffee Machine using Microcontroller, Suranaree University of Technology, 01/2020, 05/2020, Developed a prototype of a drip coffee machine that brews coffee with consistent taste.

Timeline

Data Engineer

Western Digital Storage Technology
01.2023 - Current

Master Degree - Mechatronics Engineering

Suranaree University of Technology
01.2021 - 01.2023

Cooperative Education

Robert Bosch Automotive Technologies
01.2020 - 01.2021

Bachelor degree - Mechanical Engineering

Suranaree University of Technology
01.2017 - 01.2021
Donwiwat MoonjatData Engineer