Jean (mr.) - Senior AI Engineer

Jean (mr.)

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Jean (mr.)

4.8

Gender

Male

Main expertise

AI Data Scientists Machine Learning Deep Learning NLP Python Computer Vision Data Embedded Software Java C++Business Intelligence

Introduction

Jean is a software development professional with a background as an Android Engineer and Embedded Engineer, possessing comprehensive programming skills. He excels in source code investigation, problem-solving, and logical thinking. Transitioning into the Data Science field, he has obtained the Data Science Specialization certificate and completed several courses related to AI. As an AI Engineer, Jean has successfully led a variety of AI projects in fields like Computer Vision, including object detection, segmentation, and classification, as well as Time-series forecasting and NLP.

Project list

Deep Learning and NLP Projects

Projects involving deep learning applications in computer vision, natural language processing, and graph databases.

- Using deep learning libraries to build and train AI models for computer vision and natural language processing tasks. - Fine-tuning models to optimize performance. - Utilizing pre-trained models to extract features. - Building a graph database using Neo4j. - Implementing object detection and object segmentation technologies. - Developing projects using Jupyter Notebook and Python scripts.

Technologies: DL libraries, Neo4j, Python, Numpy, Pandas, Anaconda, Pytorch, Tensorflow, AWS, GCP, Object Detection, Object Segmentation, NLP

AI Model Data Processing and Image Annotation Project - Viet Nam

A project focused on improving AI model accuracy through advanced data processing techniques, including image annotation and analysis, leveraging deep learning Python libraries.

Processing data to enhance the accuracy of AI model. Detect small objects on large images. Image annotation, data processing, and data analysis. Build and evaluate models using Python deep learning libraries. Create ETL processes using Python to handle data.

Technologies: Python, Python DL libraries

AI Laboratory Project for Japan Client (Offshore Team) - Viet Nam

A project focused on leveraging AI technologies for image analysis and data processing solutions.

Investigated project requirements to identify optimal implementation strategies. Discussed project details with customers to clarify requirements, solutions, and technical aspects. Performed image annotation and data processing, organizing data into usable formats. Built and evaluated models using Python deep learning libraries. Applied technologies such as Anomaly Detection, Image Classification and Segmentation, Active Learning, Semi-supervised Clustering, and Auto-ML tools.

Technologies: Keras, Tensorflow, Scikit-learn, OpenCV, Numpy, Pandas, Matplotlib, Seaborn, Visual Studio Code, Jupyter Notebook, Anomaly Detection, Images Classification and Segmentation, Active Learning, Semi-supervised clustering, Auto-ML tools

Data Processing and Dashboard Development using Pentaho - Japan

This project involved the use of Pentaho tools to manage data processes and develop comprehensive dashboards. The main focus was on data extraction, transformation, and loading, along with the creation of visualizations for insightful reporting.

Using Pentaho to process data. Utilizing CTools to develop dashboards and reports. Implementing Excel Macros for enhanced reporting capabilities.

Technologies: Pentaho, CTools, Excel Macro

SAP ABAP and Design Studio SDK Project - Viet Nam

The project involves utilizing SAP ABAP for report generation in various business activities while leveraging SAP Design Studio SDK for developing advanced visual charts.

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

Technologies: SAP ABAP, SAP Design Studio SDK

DIRECTV Software Maintenance Project

A project focused on maintaining and improving the performance of DIRECTV software by addressing various software issues.

Inspect and fix the reported bugs, including deadlock, crash, and memory leak. Investigate detected defects and implement solutions to fix them.

Technologies: Java, C/C++

3D Game Porting Project

This project involves porting 3D games from other platforms to Android phones. It ensures a seamless gaming experience on Android devices.

Port 3D games from other platforms to Android phones. Investigate reported issues. Fix defects and ensure no further defects occur.

Technologies: Java, C/C++

Project list

Education

Expertise