I evaluate each request's effect on the project's overall objectives and business goals before prioritising it. I assess things like urgency, user experience, and possible performance gains. My approach involves classifying updates according to their strategic significance and discussing trade-offs with relevant parties. This helps to prioritise high-impact improvements and control expectations for lower-priority requests.

When dealing with multiple requests for ML model updates, keeping a clear strategy is essential. Here's how to manage: ? Assess Impact: Prioritize updates that will have the most significant impact on business goals. ? Effective Communication: Regularly update stakeholders about progress and potential delays to manage expectations. ? Realistic Deadlines: Set achievable timelines based on the urgency and complexity of tasks. Balancing these elements helps in satisfying stakeholders while maintaining a clear focus on priorities.

When you're juggling multiple requests for model updates, it’s important to prioritize effectively while keeping stakeholders happy. Start by having an open discussion with your team and stakeholders to understand the urgency and impact of each request. Review each one carefully to see if it aligns with the overall project timeline and vision—if an update doesn't contribute to the project's long-term goals, it might need to be deprioritized. Weigh the pros and cons of each request: how much effort will it take, and what’s the potential payoff? Be transparent about your decisions, explaining your rationale to ensure everyone’s on the same page.

Balancing multiple requests at Click2 can be challenging, but I find that prioritization is crucial. For example, when we receive model update requests, I first assess which ones align most closely with our current business goals. Recently, I had two urgent requests: one for a product launch and another for an existing campaign optimization. I communicated with both stakeholders, explaining the situation and set realistic deadlines based on their urgency. This way, I managed their expectations while ensuring that important updates were delivered efficiently. Keeping everyone in the loop really helps streamline our efforts and maintain strong relationships!