<aside> 👋 Hello! Welcome to my profile 🤓 I'm a Senior Data Scientist at Dyson Global Connectivity, leading the Upstream Data Science team in developing novel models for the MyDyson™ app. My focus area for the past few years has been in Machine Learning and Data Science, but I'm also skilled in manufacturing and fluids engineering 🚀

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Right to work in the United Kingdom and Hong Kong without sponsorship

Contact

📧 [email protected]

🔗 linkedin.com/in/james-wk-lee/

👾 github.com/jameslee98331

Education 🎓

2023 | **MSc in Machine Learning and Data Science

Distinction

• 2 years of part-time study alongside full-time work to develop in-depth theoretical knowledge and practical skills in Supervised, Unsupervised, Deep and Reinforcement Learning, and Bayesian statistics and Big Data Analysis using Hadoop and PySpark.
• Projects
  • “Understanding the Asymptotic Inconsistency of Mixture Models under Misspecification” supervised by Professor Nick Heard, investigating the technical challenges of Bayesian clustering, with an application focus on single-cell RNA sequencing data
  • “COVID-19 Tweets sentiment analysis” by fine-tuning LLMs from Hugging Face 🤗
  • Other Deep Learning projects include
    • Variational auto-encoders for image generation
    • Transformers and RNNs for text topic classification
    • CNNs for image classification in PyTorch

2023 | MA (Cantab)

2020 | MEng and BA in Manufacturing Engineering

Distinction

• 2 years of specialised training in manufacturing engineering, with a focus on manufacturing automation using robotics and machine learning.