Software Developer & Data Analyst
Passionate software developer and data analyst with expertise in hyperspectral data analysis and machine learning. I specialize in creating innovative solutions that combine advanced data processing techniques with practical applications. My goal is to develop technologies that can solve real-world problems through effective data analysis and visualization.
Developed a comprehensive system for hyperspectral data processing and analysis, enabling real-time visualization and extraction of spectral signatures. Created machine learning models to classify materials and detect anomalies from hyperspectral imagery.
Designed and implemented an AI-powered robotics command platform for Android devices. The platform allows users to control robots using commands and monitoring, with real-time feedback and monitoring capabilities.
Developed a distributed structure which consists cloud, edge, on-devices for training AI models on IoT devices, enabling real-time data processing and analysis. The project involved creating a scalable architecture for distributed training and inference on edge devices.
Developed a deep learning-based visual SLAM system for a mobile robot, enabling real-time localization and mapping in dynamic environments. The system utilized a combination of deep neural networks and traditional SLAM techniques to achieve high-precision localization and mapping.
Present conference paper in English
Leading a team of several international students to complete the project
Expert in data analysis, machine learning algorithms. Proficient in developing and deploying ML models for classification on mobile robot.
Proficient in Python, MATLAB, and JavaScript for software development, data analysis, and servers.
Specialized in hyperspectral data acquisition, processing, and analysis. Experienced in developing algorithms for feature extraction and classification of spectral imagery.
Skilled in front-end and back-end web development using modern frameworks Node.js. Experience in creating interactive data visualization dashboards.