Charlene 梁巧玲
Senior Machine Learning Engineer at OVO
United Kingdom
Summary
👤
Senior🎓
Top SchoolCharlene 梁巧玲 is a Senior Machine Learning Engineer with eight years' experience building applied research and production ML systems across healthcare, energy, and enterprise platforms. She has led end-to-end MLOps, research-to-production pipelines and cloud migrations—bridging rapid prototyping with robust, cost-conscious deployments at companies like harrison.ai, nbn and Relevance AI. Her work spans deep learning, RAG/agentic systems, time-series forecasting, and model lifecycle automation, and she brings hands-on experience with serverless inference, model distillation and multi-cloud platform engineering. Equally comfortable with technical strategy and cross-functional leadership, she focuses on sociotechnical system design that scales while prioritising interpretability and ethical AI. Based in the UK, she combines an R&D mindset with product delivery instincts and an uncommon background in mechatronics and fieldwork that informs her systems thinking and practical experimentation.
8 years of coding experience
7 years of employment as a software developer
Bachelor of Engineering - BE (Hons) Electronics and Computer Systems Engineering (Mechatronics), Bachelor of Engineering - BE (Hons) Electronics and Computer Systems Engineering (Mechatronics) at Victoria University of WellingtonDeep Learning Summer School, Deep Learning Summer School at Tsinghua UniversityOxford ML Summer School, Oxford ML Summer School at University of OxfordClimate Change: Learning for Action, Climate Change: Learning for Action at Terra.doSummer School Deep Learning for Climate Change, Summer School Deep Learning for Climate Change at Climate Change AI
English, Chinese, Chinese
Github Skills (97)
vector-search10
multilabel-classification10
python10
clustering10
computer-vision10
nlp10
search-engine10
tensorboard10
unstructured-data10
natural-language-processing10
unstructured10
aws10
cosine-similarity10
sentence-similarity10
data-visualization9
Programming languages (14)
Github contributions (5)
RelevanceAI/sagemaker-run-notebook
Apr 2022 - Jun 2022
Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events
Contributions:13 releases, 41 PRs, 148 pushes in 2 months
sagemakereventspythonamazon-sagemakerdata-science
charleneleong-ai/big_T_ROS_navigation
Nov 2018 - May 2024
Contributions:8 PRs, 12 pushes, 2 branches in 5 years 6 months
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