Yuebin Liu
I am a data scientist with 3+ years of experience in building production-scale geospatial AI systems and computer vision pipelines.
About
I am a data scientist with 3+ years of experience in building production-scale geospatial AI systems and computer vision pipelines.
I specialize in bridging research and production, optimizing GPU workloads, and delivering data-driven solutions in fast-growing startups.
- 1 year's experience
- Joined March 2026
Languages
- EnglishFluent
Industry experience
- Computers & Electronics
- Software & Internet
- Media & Entertainment
Work experience
Architected UNet and YOLO pipelines to automate urban hazard identification from high-resolution imagery. Developed disaster-response components by fine-tuning BERT for Named Entity Recognition, achieving high accuracy on reports and visualizing results in interactive geospatial dashboards. Streamlined computer vision workflows using SAM and Group-DINO for zero-shot adaptation. Built a full-stack IoT system (MQTT) with real-time threshold-based alerting. Led the establishment of evaluation frameworks (HOTA, ASSA, IDF1) and mentored three junior engineers.
Education
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