Brian Jin

Hi, I’m Brian. I combine a strong technical foundation with a business-first mindset, shaped by two master’s degrees, one in Data Science and one in International Management. I studied at LMU Munich, ESADE Business School, and Tsinghua University, and I am part of the CEMS Global Alliance in Management Education.

In my freelance work, I help product and operations teams turn AI ideas into reliable working systems, with a focus on measurable outcomes, clean handovers, and long-term maintainability.

I build end-to-end computer vision pipelines that run in production, including GPU-accelerated inference and the MLOps foundations needed to train, deploy, monitor, and iterate confidently.

I also deliver privacy-first NLP solutions by standing up full self-hosted AI stacks on open-source components, such as Ollama or vLLM with retrieval augmented generation over internal knowledge bases, backed by rigorous evaluations, citations, and monitoring so quality is observable rather than assumed.

When the path is still unclear, I lead initiatives from ambiguity to execution by aligning stakeholders, translating business goals into technical requirements, and building prototypes that validate feasibility and direction before scaling, leaving behind decision-ready artifacts like roadmaps, backlogs, and documentation.