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Hong Kong, Hong Kong SAR
2026-05-30
Hong Kong Center for Construction Robotics
East Asia
AI Algorithm Intern
Role Description
**Main Responsibilities**
* Assist in building and maintaining training datasets: data collection, cleaning, deduplication, and checking annotation quality.
* Run and reproduce existing training scripts: execute training under guidance, record logs, and organize training results (loss, metrics).
* Implement and tune data augmentation and preprocessing pipelines (implement or adjust common augmentations).
* Help integrate annotation formats (COCO, Pascal, YOLO) and evaluation scripts, and produce standardized validation reports.
* Support preparation of synthetic data, data-augmentation workflows (using simple scripts or toolchains).
* Under the guidance of senior engineers, perform basic model export and packaging (e.g., ONNX, TorchScript or similar simple formats).
* Write or supplement experiment logs, training-step instructions, and data documentation to ensure reproducibility.
**Required Qualifications**
* Master’s student or recent graduate; majors in Computer Science, Software, Electrical, Computer Engineering, Automation, Machine Learning, or related fields preferred.
* Proficient in Python and able to write scripts for data processing (basic operations with Pandas, NumPy, OpenCV).
* Basic familiarity with a deep-learning framework (PyTorch or TensorFlow); able to run training, evaluation scripts provided by others.
* Understanding of common image data formats and annotation formats (COCO, Pascal VOC, YOLO).
* Good habit of keeping experiment records; able to write clear reproduction steps in Markdown or plain text.
* Basic Linux , command-line skills; experience using Git for version control.
* Team-player with quick learning ability.