Case Studies
Data & AI Work Built Together with Our Customers
Data governance and feature platform rebuild for a leading internet company's recommendation system
Rebuilt the data governance framework for a large internet company's recommendation scenario, unifying feature definitions and metadata management, improving training efficiency and live recommendation performance together.
Multimodal training data governance and simulation fusion for an embodied AI robotics company
Helped an embodied AI company establish a governance framework for collecting, labeling, and managing multimodal sensor data, combined with simulation-fusion training strategies to accelerate perception model iteration.
Predictive maintenance model training and compute optimization for an energy enterprise
Built a data asset governance framework for equipment operations and trained predictive maintenance models, while optimizing compute resource scheduling to lower overall costs.
Risk control large model training and productized deployment for an internet finance company
Delivered distributed training tuning and productized deployment of a risk control large model for an internet finance customer, significantly shortening the go-live timeline.
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