More accurate container forecasts
Improved container movement forecast accuracy to support operational planning in global shipping.
Jintao Li · Singapore
Forecasting.
Optimization.
Production ML.
Data Science Manager at Ocean Network Express in Singapore. I build forecasting and optimization systems, lead six data scientists, and deliver internal decision-support tools end to end on Google Cloud.
Applied modeling Operational decisions End-to-end delivery
Industry experience.
Hands-on technical delivery.
Hands-on technical delivery.
Ocean Network Express Forecasting & operational planning
Google Cloud Internal tools deployed end to end
6 data scientists Technical direction & mentoring
Selected work & impact
Models that support
operational decisions.
Forecast accuracy, operating costs, and tools delivered to internal users.
Lower operating costs
Reduced operating costs through optimization and decision-support work for complex shipping operations.
Internal tools, deployed on GCP
Delivered internal data science tools end to end on Google Cloud, connecting modeling with production deployment.
Career focus
Hands-on science.
Technical ownership.
I’m interested in senior data scientist, applied scientist, and technical-lead roles in supply chain and industrial AI, as well as data science manager roles with substantial technical ownership.
Explore my expertiseForecasting, optimization,
and applied ML.
Developing models and analytical workflows around real planning constraints, validation needs, and operational decisions.
Direction, review,
and delivery.
Guiding six data scientists, reviewing analytical approaches, and working with operations and engineering teams to deliver internal tools.
Industry experience
From data science
to technical leadership.
– Present
Ocean Network ExpressCurrent
Manager / Digital Solution Unit Leader
Leading six data scientists delivering decision-support tools for network planning, cost optimization, and container flow management.
–
Ocean Network Express
Assistant Manager, Applied Data Scientist
Owned forecasting, optimization, and production decision-support systems for global shipping operations.
–
CTW Inc.
Data Scientist
Built data pipelines and monitoring dashboards to support operational visibility and performance tracking.
Contact
Hiring for applied
data science?
Let’s discuss roles in forecasting, optimization, or industrial AI
that combine hands-on modeling with technical ownership.