Professional Overview
Vincent Koc is a highly accomplished, commercially-focused engineering technologist with a wealth of experience in data-driven disciplines. He is a part-time lecturer at top universities in US on the top of natural language, deep-learning, generative AI and data science.With over a two decades of experience in the field, Vincent has worked across a wide range of industries, including finance, telecommunications, travel, and fast-moving consumer goods. He has driven data-driven projects for major organizations such as Qantas, Telstra, Volkswagen, Expedia, the Australian Federal Government, and the NSW Government. Previously Vincent has held critical positions at major Australian organisations.Hand's on technical specialist with a blend of academia and enterprise projects. He is both hands on yet can lead large teams and projects in production. Suitable for small complex projects to large C-suite roles.
Areas of Expertise
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.
