Data Scientist/Machine Learning Engineer - 23701

Artificial Intelligence

♦ Capable of supporting AI functions by leveraging robust technical knowledge.

Data Management

♦ Proficient in data manipulation and analysis using programming languages, such as Python and SQL.

Machine Learning

♦ Possess strong understanding of machine learning algorithms and statistical modelling techniques.

Key Strengths

♦ Equipped with problem-solving and critical thinking abilities to resolve complex problems and develop innovative AI solutions.

Technical Proficiencies

Programming Languages: Python, SQL, PHP, R / RStudio

Software: RMS Catastrophe Model, MS Access, Excel Macros / VBA

Frameworks / Libraries: PyTorch, Torchvision, Keras / TensorFlow, NumPy, Matplotlib, Pandas, Scikit-learn

Techniques: Machine Learning (Advanced), Actuarial Models, Probability, Statistical Models (GLM),

Data Cleansing

Career Highlights

City, University of London, London, UK 2021 - 2023

Student - Master of Science in Artificial Intelligence (Distinction Grade)

Gained advanced knowledge of artificial intelligence, including AI concepts, algorithms, history, and applications. Developed skills in machine learning, including predictive models, clustering, deep neural networks, computer vision, reinforcement learning, and natural language processing. Executed several research and projects leveraging AI techniques, whilst coordinating all functions associated with planning, implementation, and evaluation. Learnt about big data analytics, cloud computing, and distributed processing. Acquired experience in neural network architectures and frameworks.

Machine Learning (ML) Research Publication

Presented a paper published at annual conference of AISB (largest AI society in UK) in Swansea, Wales in Apr 2023 (co-author: Prof. Eduardo Alonso). Improved convolutional neural network learning and reduced reinforcement learning sample size by 83.2% and 87.5% respectively in symmetry invariant domain with novel method replacing data augmentation, using Python and PyTorch.

Additional Experience

Co-founder / Founder (Acted Head of Data Analytics), Oika Network HK Ltd / Oika.hk Complex Ltd, Hong Kong

Co-founder, Capheart Ltd, Hong Kong

Assistant Underwriting Manager - Asia Pacific General Insurance, Zurich Insurance Company Ltd, Hong Kong

Property Analyst - Global Corporate in Asia Pacific, Zurich Insurance Company Ltd, Hong Kong

Actuarial Analyst - Hong Kong, Zurich Insurance Company Ltd, Hong Kong

Global Associate - Hong Kong, Zurich Insurance Company Ltd, Hong Kong

Education

Master of Science in Artificial Intelligence (Distinction Grade)

City, University of London, London, UK

Bachelor in Business Administration in Insurance, Financial & Actuarial Analysis

Chinese University of Hong Kong (CUHK), Ma Liu Shui, Hong Kong