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Jonathan He

Jonathan He

Certified

Graduate

Carnegie Mellon University | Pittsburgh

Technologies

My Portfolio Highlights

My New Course

Data Manipulation with pandas

My New Course

Data Manipulation with pandas

Data whisperer, turning numbers into captivating stories.

My Work

Take a look at my latest work.

course

Data Manipulation with pandas

course

Joining Data with pandas

course

Reshaping Data with pandas

Python
course

Data Manipulation with pandas

My Certifications

These are the industry credentials that I’ve earned.

SQL Associate

SQL Associate

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Intermediate Python
Introduction to Deep Learning with PyTorch
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

Zhongke Xingqi Technology Co., Ltd | Aug 2023 - Jun 2024

Maching Learning Engineer

- Advanced Object Detection and Segmentation: Leveraged cutting-edge computer vision models for object detection and instance/semantic segmentation on satellite images, delivering high-accuracy results. - Efficient Model Deployment and Optimization: Collaborated with front-end engineers to transform code into deploy-able solutions, ensuring seamless integration and performance. - Optimized Multi-GPU Training and Inference: Developed scripts for multi-image and multi-GPU prediction, drastically reducing inference time and enhancing processing efficiency.
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Feng Bian Technology Co., Ltd | Oct 2021 - Jan 2022

Coding Assistant

- Mentored and provided hands-on assistance to students learning Python programming, enhancing their coding skills and understanding. - Developed a strong proficiency in Python, utilizing it to solve complex problems and streamline processes. - Expertly utilized Python libraries such as NumPy and Pandas to manipulate and analyze data, resulting in more efficient data processing and insights.

My Education

Take a look at my formal education

Master of Science - MS, Artificial IntelligenceCarnegie Mellon University | 2025
Bachelor's degree, Mechatronics, Robotics, and Automation EngineeringUniversity of Wollongong | 2023
Bachelor's degree, Mechatronics, Robotics, and Automation EngineeringBeijing Jiaotong University | 2022

About Me

Jonathan He

Results-driven ML Engineer specializing in computer vision for satellite image object detection and segmentation. Experience in model deployment, optimization, and multi-GPU training. Proficient in Python, PyTorch, and SQL.

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