Huijin Cao
Winnipeg,MB
Summary
At Cubresa Inc., my role spanned across systems design, data analysis, and project management, involving deep technical work and extensive documentation, showcasing my strong analytical leadership and proficiency in data analysis with Python. My efforts in system testing and quality control program design significantly enhanced operational efficiency, demonstrating my ability to deliver impactful results through collaboration and technical expertise.
Overview
11
11
years of professional experience
Work History
Systems Scientist
Cubresa Inc.
10.2018 - 03.2024
- Led Phantom Design Projects: Took ownership of designing phantoms for system performance evaluation, collaborating with mechanical engineers. Each design served specific purposes like calibration, quality control, or system assessment, and I consistently delivered effective designs that integrated seamlessly with our system.
- Developed a Daily Quality Control Program: Designed a full Quality Control (QC) program, including workflow, metrics, thresholds, and storyboards. Collaborated with the software team for implementation, ensuring the program improved system stability and daily operations.
- System Requirements Generation: Derived system requirements from high-level product specifications, utilizing analysis to translate goals like reducing imaging preparation time into actionable system requirements.
- Authored Subsystem Segment Specifications (SSS): Independently wrote the SSS document, translating system performance goals into actionable subsystem designs. Collaborated closely with cross-functional teams to ensure design alignment and compliance with specifications, resulting in optimized component integration and improved system performance.
- Led 1-Year BrainPET Project: Managed the end-to-end development of an extended 4-ring BrainPET prototype from an existing 2-ring NuPET design. My responsibilities included redesigning the interface board between the scanner and the double DAQ chassis, coordinating firmware updates, and conducting thorough testing and analysis to ensure optimal system performance. My analysis directly supported executive decision-making and the clinical BrainPET project advancement.
- Analytical Leadership in System Testing: Frequently took charge of system performance analysis, troubleshooting, testing of new software components, and setting operational system parameters. My analytical insights frequently uncovered key issues, such as software indexing mismatches, leading to effective resolutions. Additionally, developed python scripts to automate routine analysis, cutting hours of manual effort previously done in Excel.
- Developed training materials and trained new employees: Created comprehensive training slides on key technical areas, which were consistently used as a go-to resource for onboarding and skill development across the team.
Research Assistant
University of Manitoba
09.2013 - 09.2018
- Participated actively in regular meetings with professor to discuss papers underwriting, challenges faced, and new knowledge learned during ongoing activities.
- Conducted literature reviews for academic research.
- Published 4 journals in IEEE transactions and 2 conference papers on Wireless Communications Signal Processing (WCSP).
Education
Ph.D. - Electronics And Computer Engineering Technology
University of Manitoba
Winnipeg, MB10.2018
Skills
- Data Analysis: Python (Pandas, NumPy), SQL, MATLAB, Excel, Statistical Analysis
- Data Visualization: Tableau, Matplotlib, Seaborn
- Database Management: MySQL
- Machine Learning: scikit-learn, TensorFlow, XGBoost
- Big Data Technologies: Hadoop, Spark, Hive
- Cloud Platforms: AWS (S3, EC2, EMR, SageMaker), Databricks
Languages
English
Full Professional
Chinese (Mandarin)
Native or Bilingual
Timeline
Systems Scientist
Cubresa Inc.
10.2018 - 03.2024
Research Assistant
University of Manitoba
09.2013 - 09.2018
Ph.D. - Electronics And Computer Engineering Technology
University of Manitoba
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