Li Bai

Experience

• 

  Xi'an Jiaotong University

  Jul 2016 - Dec 2016

  Research Assistant

  Built physical environment and LabView based platform for field test of data communication over power cables and designed electric couplers and carried out field tests.

• 

  Chongqing Megalight Technology Corporate LTD

  Jul 2017 - Feb 2018

  Research Staff Member

  Developed text retrieval methods using Deep Learning algorithms based on semantic similarity in natural language processing (NLP) for the legal consulting application. The semantically similar and related lawsuit cases can be more accurately retrieved from the big history database.

• 

  DTU - Technical University of Denmark

  Jul 2020 - Feb 2022

  Postdoctoral Researcher

  Main responsibilites: develop district heat load forecasting models, market design for district heat sytems, and communicate rountinely with stakeholders involved in the projects.- Developed online probabilistic forecasting models models using AI-based and analytical models for heat consumption in district heating systems for Digital Energy Lab- Bornholms Energy & Forsyning Project and Data Driven digitalisation of district heating system with HOFOR.- Analysed and designed a mathematical temporally-differentiated heating pricing models using game theory in an integrated energy system for district heating, and optimisation problem is coded in Python Show less

• 

  ConWX

  Feb 2022 - Jul 2024

  Data Scientist

  Main responsibilites: Model development, DataTools' development and Communication with stakeholders.- Improve renewable energy forecasting models using statistics and ML, develop model for new product of icing that applied for wind parks in cold climate in Python with packages such as Scikit-learn, LightGBM and tensorflow- Designed data cleaning algorithms and built data-cleaning tools in Python for integrating into automatic pipeline and assisting data-modelling - Worked with IT for model deployments in bash, crontab, and deliveries via FTP and API with tool such as Postman, Azure Cloud service and Clickhouse database service- Explained analytics and ML concepts to stakeholders through presentations, and assisted sales teams for technical supports in meetings and fairs- Presented research developments in international conferences Show less