Hello! I’m Chencheng Liang, a Ph.D. in Computer Science based in Sweden.
My work focuses on applying AI to real-world problems. With a research background in machine learning, graph neural networks, and automated reasoning, I build AI-driven systems and workflows that connect advanced models with practical applications in automation, data processing, and digital business.
Information on this site is compiled into my cv .
🎓 Education +
Thesis title: "Topology Control Using Fuzzy Game Theory in Mobile Underwater Sensor Networks" Grade: 1.0 (Sehr gut, highest distinction) Having a wide range of computer science courses, including programming, computer networks, algorithms and architectures Graduated 1st in class 🔬 Research Interests +
Neural network training and deep learning fundamentals Machine learning and Large Language Models (LLMs) Symbolic reasoning and formal logic AI workflow automation and practical applications Integration of symbolic reasoning with Graph Neural Networks (GNNs) Enhancing AI system effectiveness and trustworthiness Rigorous reasoning in real-world automation solutions 🛠️ Skills +
Python, Scala, Java, C/C++, JavaScript, HTML/CSS PyTorch, TensorFlow, PyG, Deep Learning, GNNs, Transformers, LLM workflows Git, Linux/Unix, Docker, Bash scripting, Slurm AWS, Cloudflare, Docker-based deployment, DNS/CDN configuration Web scraping, data pipelines, structured outputs, workflow automation Deep Learning (CNN, RNN, GNN, Transformers) Reinforcement Learning (Value-based and policy gradient methods) Natural Language Processing (LLMs, text mining) Classical ML Algorithms: SVM, clustering methods, Bayesian networks Swarm & Evolutionary Computation (GA, PSO, ACO) Automated model training on computing clusters (SLURM, HPC environments) Big data preprocessing, feature engineering, visualization (Matplotlib, Pandas) Formal verification, constraint solving Algorithm design & complexity analysis Academic writing & peer-reviewed publishing LaTeX, Markdown Chinese (Native), English (Fluent), Japanses (Basic) AI-generated art (e.g., Stable Diffusion, MidJourney) Digital art curation & customization Social media content creation & personal branding International trade consulting (import/export workflow) Project management & team collaboration (Agile, GitHub Projects) Entrepreneurship & startup studio experience Contact: You can reach me reliably by email: chencheng.liang2077[at]gmail.com