Dr. Craig Lincoln

Designed and delivered statistical and machine-learning systems for forecasting and decision support across multiple industries. Built production-grade data pipelines and analytical back-ends using Python, Docker, and REST interfaces. Worked with time-series, spatial, and high-dimensional data, including probabilistic forecasting and uncertainty estimation. Applied classical ML and modern AI within reproducible environments, supporting reliable, data-driven decision-making.

Developed custom algorithms for analysing non-linear, high-dimensional experimental data in quantum and spectroscopic systems. Designed and operated advanced laser spectroscopy laboratories, including responsibility for technical systems, safety procedures, and SOPs. Supervised postgraduate research projects, coordinated international collaborations, and contributed to peer-reviewed publications and funded research projects.

Applied advanced data analysis and experimental design techniques in interdisciplinary research projects. Contributed to algorithm development, experimental implementation, and international collaborations in high-dimensional spectroscopy and structural analysis.

Conducted postdoctoral research focused on quantitative analysis of complex experimental data. Developed analytical methods and supported collaborative research across physics, chemistry, and biology.

Master’s Programme in Data Science (coursework completed; thesis not submitted)

Applied (Bio)Physical Chemistry, n-Dimensional Time-Series Analysis, Numerical Simulation