Data Engineer Information Technology

Hoang Ngoc Minh

Data Engineer Internship

077******* **********@*****.*** https://www.linkedin.com/in/ngọc-minh-hoàng-87721036a/ Ho Chi Minh City OBJECTIVE

Information Technology student with a strong foundation in data engineering and data processing. Experienced in working with tools such as Python, SQL, and Apache Spark, and familiar with machine learning libraries like Scikit-learn and PyTorch for data analysis tasks. I have built data-driven applications and pipelines, including real-time data processing using Java and Firebase. I am passionate about designing scalable data systems and am seeking a Data Engineer internship to apply my knowledge, enhance my practical skills, and gain experience from industry professionals. My long-term goal is to become a highly skilled Data Engineer contributing to developing efficient, robust, and impactful data infrastructure.

EDUCATION

University of Information Technology - HCM City National University Nov, 2021 - Present Bachelor of Information Systems (Excellent Program)

(GPA: 3.0/4.0)

WORK EXPERIENCE

ETL for Real Time Flood Segmentation using Deep Learning with Kafka and Spark Streaming May, 2024 - Jul, 2024 Description:

• Developed and implemented a real-time flood segmentation system.

• Leveraged state-of-the-art deep learning models: FPN, U-Net, DeepLabV3+.

• Integrated with Apache Kafka and Apache Spark for scalable data processing.

• Utilized MongoDB for efficient storage of processed results.

• Achieved highest accuracy with FPN model: MIoU of 0.687 on the test set.

• Demonstrated accurate and efficient delineation of flood extents on high-resolution UAV imagery. Responsibilities:

• Train the U-Net model and evaluate its performance.

• Create a Kafka Producer that reads data from a local dataset file and sends it to Spark for processing. Github:

• https://github.com/Dolaptruongvu/ETL-for-Real-Time-Flood-Segmentation-using-Deep-Learning-with-Kafka-and-Spark-Streaming.git Chat Real-time mobile Application -

Description:

• Developed a mobile application capable of sending and receiving real-time messages.

• Utilized Firebase to enable real-time message synchronization and data storage. Responsibilities:

• Designed and built a user-friendly and visually intuitive front-end.

• Developed the back-end using Java and integrated Firebase services. Github:

• https://github.com/Hoangngocminh183/ChatApp_MobileProject.git SKILLS

Programming languages Python, R, C++, C#, Javascript Big Data Technologies Apache Spark, Apache Kafka

Databases SQL (Familiar with Oracle,SQL Server), NoSQL (MongoDB) Deep Learning Framework PyTorch

Machine Learning Frameworks Scikit-learn

Computer Vision OpenCV

Data Analysis & Visualization Pandas, NumPy, Matplotlib Project Management Agile (Scrum)

Web Development Node.js (Express.js),React.js, HTML, CSS, RESTful API CI/CD Deploy to Vercel, Render

Others Git, Data Structures and Algorithms, OOP © topcv.vn

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