Zhe W. Email & Phone Number

Canada

Data Scientist Intern at Global Technology Legal Compliance Team, SAP Canada.1. Developed an automated AI-powered labeling pipeline for 2000+ non-standard open-source licenses,identifying permissions and obligations.2. Experimented with 20+ prompt versions and 5+ Large Language Models, auto logging evaluation results using MLFlow, achieving 70% accuracy and over 0.6 inter-annotator agreement.3. Enhanced the stability and consistency of LLM responses with structured output by replacing JSONmode with function calling and Pydantic.4. Deployed a Retrieval-Augmented Generation (RAG) system using LangChain and vector databases(Weaviate) to feed domain-specific knowledge to LLMs.

Shenzhen, Guangdong, China

Develop Reinforcement Learning methods on Medical Robotics.1. Construct Robotic Environment for Reinforcement Learning using PyBullet.2. Explored a variety of reinforcement learning environments including Mujoco, Isaacgym, Pybullet.3. Used a reinforcement learning method (DDPG) from Stable Baseline3 to enhance a robotic arm’s performance in Panda-gym, achieving higher cumulative rewards.4. Leveraged generative adversarial imitation learning (GAIL) to teach humanoid robots complex motions in real-time in Isaac Gym.5. Wrote detailed documentations.

Master'S Degree, Computer Science

Master'S Degree, Computer Science, 3.87/4.3

Key Courses: - Machine Learning - Large Language Model - Cryptography - Reinforcement Learning - Computer Vision - Cybersecurity.

Bachelor'S Degree, Mathematics, Graduate With Honours: Second Class Upper Division

CS related courses: - Introduction to Computer Language (Python) - Introduction to Programming Paradigm (C++) - Discrete Mathematics.