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The role involves developing synthesis-aware virtual screening workflows for small-molecule drug discovery, integrating various modeling and design strategies.

Designs and builds production-grade ML/AI platforms, pipelines, and LLM applications. Implements CI/CD, containerized deployments, MLOps practices, monitoring, and RAG/agentic systems. Collaborates with data scientists and stakeholders to translate requirements into scalable solutions and drives model lifecycle operations including monitoring, retraining, and decommissioning.

Design and govern an AI-ready data architecture for a greenfield pharmaceutical manufacturing site. Define data models, integrations (MES/LIMS/DCS/SAP), cloud platform standards (Azure/AWS), and AI platform design for regulated GMP contexts. Establish data and AI governance, ensure compliance (ALCOA+, GxP, GDPR, EU AI Act), support CSV/GAMP5 validation, mentor teams, and influence site and network architecture for deployable, auditable AI capabilities.

Lead HR strategy and business partner activities for a greenfield API manufacturing site. Responsibilities include talent management, onboarding, HR analytics and reporting, change management, staffing support, culture and leadership development, process improvement, and collaboration with HR COEs to enable site startup and ongoing GMP operations.

Lead design and build of an end-to-end SaaS product that wraps Lilly's AI/ML and LLM models for biotech customers. Architect frontend, backend, data and integrations, implement federated learning, establish engineering practices (testing, releases, on-call), mentor hires, recruit, and coordinate with internal platform, security, and customer stakeholders.

Founding product designer for an AI/ML drug-discovery platform serving biotech partners. Own discovery, user research, workflows, interaction and visual design, and a pragmatic design system. Partner closely with product, engineering, and data science to validate ideas, prototype (including code), ship polished UX, mentor teammates, and represent design to external scientific partners and enterprise stakeholders.

Own and build end-to-end product surfaces that wrap Lilly's AI models into reliable, scalable SaaS workflows for biotech customers. Ship frontend, backend, data, and integrations; drive features from fuzzy requirements to production; mentor peers; influence architecture and engineering standards; work with product, design, and data science; navigate enterprise security, compliance, and platform integrations; participate in code review, testing, release, and on-call.

Lead and execute HR strategy for Hungary affiliate including workforce planning, recruitment, onboarding/offboarding, payroll coordination, compliance with Hungarian Labour Code, performance management, compensation and benefits, employee relations, inclusion, health & safety, HR systems maintenance (Workday), and stakeholder management.

Lead day-to-day 3PL operations for Salisbury warehouse and partner DHL, serve as logistics lead for Concord and RTP sites, manage KPI performance and cost, ensure cGMP compliance and QA coordination, drive continuous improvement, and oversee 3PL staffing, systems, and equipment availability.

Own the monthly 3–24 month global production plan for KwikPen, maintain SAP planning data, monitor capacity and risks, propose mitigations, lead GS&OP topics, and coordinate cross-functionally with manufacturing, quality, regulatory, and business stakeholders.