• Support the US xarvio business by coordinating agronomic model validation, new business testing, and training initiatives. • Manage field trials, support beta testing with retailer partners, develop KPIs to measure product success. • Collaborate with commercial and training teams to prepare for successful product launches and adoption of BASF’s digital farming solutions. • Lead xarvio Field Manager agronomic model needs, testing, and validation. • Facilitate testing of new business opportunities to validate business impact, while supporting the development and implementation of field trials and protocols. • Develop and maintain relationships with key internal and external stakeholders to effectively implement testing needs. • Partner with xarvio Digital Farming stakeholders to support the successful launch and execution plans of new and/or improved features. • Develop a content deployment strategy for internal and external xarvio Field Manager users. • Develop KPIs to track effectiveness. • Support xarvio commercial implementation as needed.

• Utilize Automatic Prompt Generation (APG) tools to create baseline prompts for complex parent-child template clusters. • Run and supervise Automated Prompt Optimization (APO) tool, review the outputs, and flag when the APO reaches deadlocks or plateaus. • Manually draft, test, and refine prompts to navigate complex template architectures, overcome anti-patterns, and handle edge cases where tooling is lacking or broken. Solve edge-case scenarios by designing and refining manual prompts. • Monitor shadowbot runs to ensure sufficient disagreements (between human and LLM ratings) are registered, generated, and tracked. • Run prompt versions against established gold data to continuously measure autorater quality against the human crowd baseline, calculating accuracy metrics such as F1 scores, precision, and recall. • Draft technical launch readiness justifications (Launch Certification Documentation) for final.

• Embed with strategic enterprise accounts to map business-critical marketing and web workflows • Architect and implement agentic workflows using Webflow APIs, CMS, components, and emerging AI capabilities • Build integrations between Webflow and external platforms (ad platforms, analytics, CRM, DAM, data pipelines) • Implement human-in-the-loop safeguards, observability, rollback paths, and permission boundaries from day one • Ensure every deployment can survive production traffic, governance scrutiny, and real constraints without FDE involvement • Document where agentic workflows break down and identify which friction is systemic vs. customer-specific • Produce reusable architecture blueprints, reference implementations, and documented anti-patterns after every engagement • Engage pre-sale to de-risk complex AI or integration concerns for strategic accounts

• Create detailed multi-view production drawings from conceptual specifications, rough sketches, and architectural drawings • Produce 3D isometric renderings for client-facing presentations and internal engineering review • Translate high-level design intent into precise, dimensioned shop drawings that production teams can execute without ambiguity • Ensure all drawings meet manufacturing tolerances and machining requirements • Break down assemblies into individual components and sub-components with accurate part numbering • Generate complete bills of materials for each job including vendor references, part descriptions, quantities, and hardware specifications • Produce exploded assembly diagrams and component-level documentation to support in-house assembly and packaging • Maintain accuracy across BOMs as designs evolve through revisions • Prepare cut-ready DXF files for handoff to machine programmers and CNC production equipment teams • Ensure file accuracy, layer organization, and geometry cleanliness before every handoff • Work directly with AlphaCAM for programming support as needed • Coordinate with production teams to resolve any file or drawing issues before they reach the floor • Support the team in clearing an active production and engineering backlog efficiently • Maintain organized drawing files, revision histories, and project documentation • Flag discrepancies between design intent and producibility early in the process