Jean (mr.) - Senior AI Engineer

I come from a software development background, Android Engineer and Embedded Engineer, I have full knowledge of programming skill. I am strong in investigating source code, problem solving, and logical thinking. Entering Data Science field, I got the Data Science Specialization certificate and done some courses relate to AI field. Joining team as AI Engineer, I have done many AI projects in different fields, such as Computer Vision (object detection, object segmentation, object classification), Time-series forecasting, NLP.

Project list

DS Projects

Using DL libraries to build and train AI model for CV/NLP tasks. Fine-tuning to optimize the trained model; Using pre-trained model to extract features. Using Neo4j to build GraphDB. Project technologies: Object Detection, Object Segmentation, NLP, report. Using jupyter notebook and python script to develop.

Technologies: Deep Learning, Neo4j, Python, Numpy, Pandas, CI/CD, TensorFlow, PyTorch, AWS, Google Cloud Platform (GCP), Computer Vision, NLP

Confidential - Viet Nam

Processing data to enhance the accuracy of AI model, detect small objects on large images. Image annotation, data processing, data analyst. Build model and evaluate model by using Python DL libraries. Using Python to create ETL to process the data.

Technologies: Python, Deep Learning

AI Lab (Japan Client, Offshore Team) - Viet Nam

Investigating the project requirement to find out the good way to implement project. Discussing with customer about projects to clarify the requirement, solution and technical. Image annotation, Data processing, organizing data in to usable formats. Build model and evaluate model by using Python DL libraries. Project technologies: Anomaly Detection, Images Classification and Segmentation, Active Learning, Semi-supervised clustering, Auto-ML tools.

Technologies: TensorFlow, Scikit-learn, OpenCV, Numpy, Pandas, VS Code, Deep Learning, Computer Vision, NLP

Pentaho Project - Japan

Using Pentaho to process (ETL - Extract Transform Load) data. Using CTools, Excel Macro to develop dashboards/reports.

Technologies: Python

SAP Project - Viet Nam

Using SAP ABAP to generate reports in business activities. Using SAP Design Studio SDK to develop visualizing charts.

DIRECTV Project

Inspect and fix the reported bugs (deadlock, crash, memory leak). Investigate detected defects and fix them.

Technologies: Java, C++

3D Game Project

Porting 3D games from other platforms into Android phones. Investigate the reported issues and fix t and ensure that there is no more defect happen.

Technologies: Java, C++

Project list

Education

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