| 10:00am |
Welcome Remarks
Iain Jardin
Regional Director, APJ, Gurobi Optimization
Shireen Ong
Senior Account Director, Southeast Asia & Greater China, Gurobi Optimization |
| 10:30am |
GenAI and Optimization: Learnings and Opportunities
GenAI presents many promising opportunities, including in the field of mathematical optimization. At Gurobi, we have done a number of experiments and have developed a sense of what works, what is challenging, and where the long-term opportunities lie for this field. During this talk, we will share our view of the current state of GenAI and optimization, and do a live demo of several ways GenAI can be used to explain feasible and infeasible models.
Dr. Yang Jingfeng
Technical Account Manager, Southeast Asia & Greater China, Gurobi Optimization |
| 11:00am |
Mathematical Optimization with Generative AI for Cross-Project Team Allocation and Scheduling
Cross-project team allocation and scheduling is a complex allocation problem faced by services-based industries with complicated rules for staffing project teams (e.g., management/technology consulting, utilities and aircraft maintenance, among others).  Such firms must assemble multi-role teams, align skills to demand, manage overlapping phases, and respect availability, leave, preferences, and development priorities. This session presents Bain & Company’s automated staffing engine built on multi-objective mixed-integer optimization using Gurobi. It assigns resources to multi-role teams on a rolling horizon, trading-off utilization, demand requirements, geographic needs, skill fit, fairness, preferences, and balancing across teams. Warm starts and targeted repair enable rapid replanning under portfolio volatility. To complement the optimization model, selective use of generative and agentic AI orchestrates scenario runs from the UI or via natural-language prompts. GenAI is also used to explain solution quality across multiple objective contributions and trade-offs. The session shares model design, architecture, Gurobi performance tweaks, and adoption lessons.
Alexander Hipolito
Expert Senior Manager, AI, Insights, and Solutions, Bain & Company |