Applying machine learning to predict the bioactivity of natural products (HuggingFace, PyTorch). Establishing the theoretical chemical space of triterpenes (RDKit, Scikit-learn). Develop an in silico enzyme reaction toolkit (RDKit, NumPy, Django). Predicting the reactivity of triterpene cyclases (Tensorflow).

- Conducting chemical and microbiological analysis on bulk wine e.g. testing alcohol and sulphite content, dissolved gas and acid levels as well as microbe presence- Chemical preparation and equipment calibration- Checking correct specification for QC positive release of products- Carrying out environmental checks at various locations across the site- Participating in external audits and verification of results in order to achieve laboratory accreditation- Updating and maintaining databases