Lead product strategy and commercial performance by aligning product management and sales. Use market and customer insights to define positioning, roadmap, pricing, launches, and dealer enablement. Manage lifecycle, sales targets, forecasts, inventory alignment, and cross-functional collaboration to drive revenue, market share, and profitability.

Design and validate complex machine control systems: gather stakeholder needs, derive and allocate requirements, develop high-level architectures and algorithms, plan system integration and testing, lead cross-functional projects, and perform verification, troubleshooting and root-cause analysis.

Research and develop ML models and simulations on large datasets, collaborate with data engineering to ingest and preprocess data, apply statistical analyses and LLM/RAG techniques, visualize and communicate insights, and support product/process improvements through stakeholder engagement.