• Develop and refine prompt templates for large language models generating clinical documentation • Run experiments and evaluations to improve prompt quality and output accuracy • Analyze failure cases and implement prompt improvements • Maintain prompt artifacts and configurations using Git and Azure DevOps • Build Python scripts in Linux environments for evaluation pipelines and batch testing • Support the rollout of improved prompts across different medical specialties

• Develop and refine prompt templates for large language models generating clinical documentation • Run experiments and evaluations to improve prompt quality and output accuracy • Analyze failure cases and implement prompt improvements • Maintain prompt artifacts and configurations using Git and Azure DevOps • Build Python scripts in Linux environments for evaluation pipelines and batch testing • Support the rollout of improved prompts across different medical specialties

• Expert Guidance: You guide the client as a recognized expert, ensuring all standards are met and production partners (agencies, in-house teams, and vendors) maintain efficiency and risk management. • Integrated Oversight: Successfully managing all aspects of production, post-production and VFX projects, including budgeting, scheduling, and team collaboration across multiple creative partners. • Innovation Leadership: Demonstrating thought leadership by leveraging the latest technology and AI workflow solutions to optimize processes and achieve cost efficiencies. • Strategic Relationship Management: Supports and nurtures client relationships to help brands realize their business objectives while identifying impactful process solutions. • Operational Excellence: Anticipates potential problem areas, finds solutions, and leads APR engagements with day-to-day clients effectively. • Manage cross-discipline interaction on projects with assigned client/agency groups. • Vet production vendors for quality/value and negotiate agency and vendor bids for best value. • Attend scoping, pre-bid, and strategy meetings to align creative, schedule, and budget. • Enforce client policy, production guidelines, and best practices. • Participate in Animation and VFX budget discussions and bid negotiations with broadcast SMEs and agency producers. • Review Animation and VFX production specs, schedules, and budgets for accuracy. • Assess plate or insert shoot needs, CG work, animation, and VFX compositing requirements. • Review works in progress and rough cuts, facilitating communication between client and agency regarding costs and schedules. • Educate clients and APR teams on advancements in production technology, AI in the production workflow, animation, and VFX. • Act as a mentor for new or more junior team members and participate in cross-team knowledge sharing. • Enter and validate all project information in APR’s database (Acero), including savings, KPIs, and cost drivers. • Provide thought leadership to APR’s clients on best practices, opportunities, and risks related to post and VFX/AI workflows.

• Assist the Infinitus AI system in completing complex insurance verification phone calls through our proprietary platform. • Work closely with operations and engineering teams to provide feedback that improves healthcare data collection and AI accuracy. • Ensure the quality of recorded AI outputs, identifying nuances in payer responses, pushing back as necessary to ensure accurate responses to questions. • Ensure accurate entry of information into proprietary platforms from a number of sources including but not limited to faxes, forms, or information shared verbally from callers. • Identify, document, and submit Adverse Events during interaction with callers and/or received documentation. • Consistently hit daily production and quality benchmarks by swiftly and accurately handling tasks that the AI agent cannot handle. • Participate in mandatory periodic overtime during high-volume seasons, new product launches, or system extensions to ensure zero backlog.