Haichen Shi
Senior Data Scientist Manager in Data Analytics & Ai @Baringa
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WORK HISTORY
Senior Data Scientist Manager in Data Analytics & Ai @Baringa
London, GB
UK Ombudsman Service • Led a AI project utilising the advanced AI transformer model, for key document identification and labelling. • Worked with the client\'s operational and data teams, steering the project from proof of concept to full-scale production. • Led the development of a ChatGPT-style application for case document processing, employing cutting-edge LLM techniques to create applications for the document-intensive client, demonstrating significant value.Develop Forecasting Tool for Energy Trading• Led a full-scale data science project for a Renewable Asset Fund client• Managed the project from scoping to planning, development to testing,deployment to production• Developed and backtested advanced ML forecasting models,with up to 80% accuracy• Led a team of 5 people, worked closely with clients, delivered successful Agile project plansDevelop Dashboard for Optimising Business Operations• Worked with a Major Energy Company, to tackle business operation silos, identify and redesign key success metrics• Integrated heterogeneous data sources into one sleek data dashboard, developed E2E data pipelines, delivered and productionised Tableau dashboards
EDUCATION
The University of Sheffield
Doctor of Philosophy (Ph.D.), Mechanical Engineering
Nanjing University of Aeronautics and Astronautics
Bachelor’s Degree, Aerospace, Aeronautical and Astronautical Engineering
Nanjing University of Aeronautics and Astronautics
Master’s Degree, Mechanics
ABOUT HAICHEN SHI
An experienced data scientist with demonstrated ability to deliver valuable insights for business andengineering applications, via advanced statistical and machine learning methods. Business-minded,proven ability to communicate and present ideas to both non-technical and academic audience.• 3 years commercial experience in data science.• 5+ years R&D in time series and machine learning.• 9 published papers in top journals and conference proceedings.
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