Full-Stack Engineer · Knowledge Graphs · Language Model Applications
My work includes full-stack development, knowledge graphs, graph neural networks, recommender systems, and language model applications.
I hold a Master's degree in Information Management and have over a year of hands-on experience in full-stack development.
My experience spans front-end and back-end development, databases, APIs, real-time communication, IoT integration, and communication between hardware and software.
I also work on recommender systems, knowledge graphs, graph neural networks, natural language processing, and deep learning.
Building web applications across the front end and back end, with databases, APIs, and deployment.
Exploring recommendation methods that combine user preferences and semantic relationships in knowledge graphs.
Using graph neural networks to model relationships among users, items, entities, and other structured information.
Working with semantic representations, sentiment analysis, transformer models, and language model applications.
Exploring the integration of machine learning, real-time systems, sensors, embedded devices, and web technologies.
| Category | Technologies |
|---|---|
| Programming Languages | Python · TypeScript · JavaScript · Java · Go · PHP |
| Full-Stack Development | React · Material UI · Node.js · FastAPI · Django · Spring Boot · Java Servlet |
| Databases | MySQL · Microsoft SQL Server · MongoDB · Neo4j |
| Machine Learning & Deep Learning | PyTorch · PyTorch Geometric · TensorFlow · Transformers · Scikit-learn · MediaPipe · OpenCV |
| System Integration | REST API · WebSocket · MQTT · ESP32 · E-paper |
| Infrastructure & Tools | Git · Docker · Nginx · Google Cloud · Cloudflare · Firebase · Heroku |
Recommender Systems
├── Knowledge Graphs
├── Dynamic User Preferences
├── Sentiment & Semantic Analysis
└── Personalized Recommendation
Graph Machine Learning
├── Graph Neural Networks
├── Graph Convolution
└── Temporal Knowledge Graphs
Natural Language Processing
├── Semantic Representation
├── Transformer Models
└── Language Model Applications
Applied AI
├── Computer Vision
├── Temporal Modeling
└── Intelligent Systems
- Master's degree in Information Management
- Bachelor's degree in Information and Communication Engineering