I'm Stuart, and here is the thread through my work.

I’m a software engineer and applied AI researcher based in Seoul, South Korea. My work spans reliable software systems, production infrastructure, computer vision, machine learning, and image analysis.

I’m interested in the full journey from an uncertain question to a usable system: preparing data, designing models, building APIs and interfaces, validating results, and making sure the finished software is operable.

What I work with

Python, C++ and JavaScript
FastAPI and Node.js
TensorFlow, PyTorch, scikit-learn, OpenCV, ONNX, and CUDA
PostgreSQL, Redis, Docker, Kubernetes, AWS, GitHub Actions, Prometheus, and Grafana.

Professional Experience

AI Software Engineer / Lead AI Developer @ Quantum Star

Industrial computer-vision systems, AI-powered solutions for extracting and interpreting technical drawings, MES/ERP integration and DevOps.

AI Software Engineer @ SeoulTech

Deep-learning and image-analysis pipelines supporting biotechnology research, including microscopy and object-tracking in large-scale video workflows.

Machine Learning Researcher @ Hanyang University

Explainable AI, feature engineering, cybersecurity datasets, model optimization, and embedded-system security research.

Software Engineer Intern @ Stratcom

Web application development, embedded systems, debugging, and software documentation.

Education

Master of Computer Science @ Hanyang University

Seoul, South Korea

  • Advanced machine learning through the design of custom algorithms for explainable artificial intelligence.
  • Conducted research in adversarial machine learning.
  • Contributed practical methods to interpretable machine learning, publishing research at international symposia and in academic proceedings.

Bachelor of Computer Science @ Ndejje University

Kampala, Uganda

  • Graduated top of the class with 1 st Class Honours.
  • Algorithms, data structures, systems programming, and software architecture.
  • Deep Learning(CV): Invasive Ductal Carcinoma (IDC) Breast Cancer Detection using Mammograms.