Jianbai Lei
Data Scientist
Summary
Highly motivated and resourceful data science master's graduate seeking a challenging position in the field of data science to apply my skills and knowledge to drive data-driven decision-making and support organizational growth. Ready to help team achieve company goals.
Overview
5
5
years of post-secondary education
Work History
AI Game Playing Using Reinforcement Learning
City University of Hong Kong
Hong Kong
01.2023 - 05.2023
- Established open and professional relationships with team members to achieve quick resolutions for various issues.
- Using Reinforcement Learning building an AI to play the super mario game by itself.
- Comparing Different RL algorithms like Q-learning, DQN, DDPG and PPO and passed the game stages
Voice Recognition Using Deep Learning
City University of Hong Kong
Hong Kong
01.2023 - 05.2023
- Identified issues, analyzed information and provided solutions to problems.
- Identify the addresser from a groups of candidates in the dataset
- Using transformer to build up the NLP deep learning model to recognize the speaker.
- Reach 96% accuracy at the end using conformer model outperformed transformer in speech recognition.
Education
Bachelor of Arts - Computer Science
University of Colorado Boulder
Boulder, CO 08.2017 - 06.2021
Master of Science - Data Science
City University of Hong Kong
Hong Kong 08.2022 - Current
Skills
Python
undefinedRelated courses
Statistical Machine Learning, Exploratory Data Analysis and Visualization, Storing and Retrieving Data, Dynamic Programming and Reinforcement Learning, Networked Life and Data Science, Predictive Analytics and Financial Applications
Timeline
AI Game Playing Using Reinforcement Learning
City University of Hong Kong
01.2023 - 05.2023
Voice Recognition Using Deep Learning
City University of Hong Kong
01.2023 - 05.2023
Master of Science - Data Science
City University of Hong Kong
08.2022 - Current
Bachelor of Arts - Computer Science
University of Colorado Boulder
08.2017 - 06.2021
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