In this role, you will focus on the following key areas:- deploy predictive models to generate actionable insights for business strategy and decision-making.- Develop AI-driven personalization that provide tailored suggestions based on customer behavior, preferences, and historical data.- Leverage user segmentation and clustering to enhance personalization precision for different customer groups.- Experiment with multi-modal data (text, images, customer interactions) to improve personalization.- Implement hybrid personalization models (Collaborative Filtering, Content-Based, Knowledge Graphs) to optimize user experiences.- Build real-time personalization pipelines that can dynamically adjust based on live user interactions.- Lead the exploration for predictive modeling of Large Language Models and Generative AI, Causal Inference Model, GNN, venturing into new areas within these fields.- Turn prototypes into automated pipelines and deploying them to production; deciding when to use out-of-the-box solutions vs. building custom solutions or a hybrid approach.- Analyze and preprocess large scale datasets to extract meaningful patterns and ensure model accuracy- Ongoing data analysis to build new or fine-tune existing models to optimize results- Partner closely with software engineers to implement these models into high-performing systems and models in our production environment that can be applied to create amazing experience for our worldwide audience- Actively engaging in all aspects of model development, from ideation, experimentation, triaging to deployment.- Communicate results/reports with partners- Maintain expertise in the latest advancements in AI technology. Partnering with your team members to prepare presentations, papers, and patents for your inventions