Nathan L.

I build and improve production machine learning systems. As a founding engineer of a Data Science team in Munich, I have developed computer vision pipelines for automated labeling, evaluation, and retraining, along with FastAPI services to orchestrate and monitor them. I have extensive experience working with Python, PyTorch, FastAPI, Django, Docker, AWS, SQL, and NVIDIA Triton, spanning model development, ML pipelines, model serving, and backend systems. I hold a Master's degree in Artificial Intelligence from Heinrich-Heine-University Düsseldorf in Germany. I also take on Japanese-English and Japanese-Vietnamese translation. I hold JLPT N1 and studied for four years at Kyushu University in Japan. My translation clients have included Japan’s Ministry of Justice (法務省), the Japan Student Services Organization (日本学生支援機構), higher education institutions, and nonprofit organizations. Vietnamese is my native language, and I hold IELTS 8.0. If you need help building a reliable ML system—or a careful Japanese translation—send me your project goals and details.