Rudy Chen
Data Scientist & Full Stack Engineer
Fresh graduate in Data Science with experience across software engineering and data analytics. Skilled in SQL and Python for data analysis, with hands-on machine learning project experience. Experienced in cloud computing (AWS, GCP, Azure), bridging the gap between engineering and data to deliver practical solutions.
Skills
Languages
Experience
Robotics Engineer
Sep 2025 - Nov 2025Developed Python scripts to convert workpiece dimensions from database into robot arm drilling coordinates. Designed and optimized robot tasks using flow-based control blocks within Omron's HMI environment.
Crypto Analyst (Operation)
Oct 2021 - Apr 2023Discovered market hot spots and authored analyst reports. Managed and operated protocol events.
Selected Projects
Sport Betting Website (off line)
↗A full-stack web application with automated data ingestion. Designed an ETL pipeline that retrieves sports odds from APIs every hour and stores them in Azure SQL Database.
LLM Automation Application
↗Built prototype applications leveraging Ollama (Llama, DeepSeek) and OpenAI API. Integrated LLM workflows with n8n for text generation and automation tasks.
Forecasting QLD Electricity Price (Capstone)
↗Collected large-scale electricity market data (AEMO) and weather records. Designed an end-to-end ETL pipeline and implemented XGBoost, Transformer, and LSTM models to forecast prices.
Human Anatomy Interaction Interface
↗Developed an interactive human anatomy interface using SVG graphics. Collaborated with healthcare coaches to integrate FHIR-compliant APIs for connecting anatomy interfaces with standardized healthcare data.
Education
University of Queensland
Master of Data Science
National Taiwan University
Bachelor in Mechanical Engineering