Graham Davies Email & Phone Number

Bath, England, United Kingdom

Notable Projects:- Bayesian Machine Learning: Predicted heating load using the “Energy Efficiency” dataset. Applied Hamiltonian Monte Carlo (HMC) sampling to a Bayesian Linear Regression model. Additionally, implemented Variational Inference with a Mean-Field Theory factorisation to estimate the most probable values for the hyperparameters (θ).- Reinforcement Learning: Implemented Double Q-learning and Dyna-Q in a racetrack environment. Also applied Twin-Delayed Deep Deterministic Policy Gradient (TD3) to the Half-Cheetah environment in OpenAI’s MuJoCo.- Applied Data Science: A full-cycle data science project on student travel habits. Collected, pre-processed, cleaned and analysed the data, applying machine learning techniques to generate insights. This project encompassed all key stages of data science from start to finish.

Johannesburg Metropolitan Area

- Problem-solving in electric vehicle projects: Applied problem-solving skills such as replacing a prop shaft, changing the brake pump and fixing the power steering- Developed innovative logistics solutions: Coordinated logistics for a multi-million Rand solar installation project, ensuring timely and efficient delivery of materials- Enhanced sales and communication skills: Engaged with high-end clients to drive and present the new prototype at a product launch event

Johannesburg Metropolitan Area

- Analysed consumer behaviour: Utilised geospatial analytics techniques to evaluate footfall trends, including cannibalisation and cross-shopping with competitors- Effective data visualisation and presentation: Delivered compelling data visualisations and presentations to stakeholders, effectively communicating findings and recommendations

Cape Town, Western Cape, South Africa

City Of Cape Town, Western Cape, South Africa

Cape Town, Western Cape, South Africa

- Successfully tutored high school Mathematics and Physical Sciences.

Master Of Science - Ms, Data Science, Projected Distinction (Current 74.5% Aggregate)

Activities and Societies: Performance Hockey Squad

Bachelor Of Business Science Specialising In Analytics (Statistics Honours), First-Class Honours

Activities and Societies: Smuts Hall Keynote Sub-committee, Smuts Hall O-Week Sub-committee, Smuts Hall Hockey, UCT Hockey Club (USSA Gold.

Education record

Activities and Societies: Toastmasters, Hockey, Squash, Canoeing, Canoe Polo, Basketball, Football (Soccer), Touch Rugby

Education record

Activities and Societies: Field Hockey, Aussie Rules. Three-month exchange programme abroad.