Digital Transformation Specialist

2 weeks ago


thoothukudi, India beBeeInnovator Full time

GenAI Solution Architect PositionWe are seeking a skilled and innovative GenAI solution architect to lead the design and implementation of digital assistants tailored for R&D functions.Key Responsibilities:Architect end-to-end GenAI solutions for R&D use cases such as formulation assistance, scientific literature summarization, and regulatory compliance.Evaluate multiple solution approaches (e.g., fine-tuning vs. RAG, cloud-native vs. hybrid deployment) and recommend optimal paths based on scalability, cost, and data sensitivity.Document architectural decisions with rationale, trade-offs, and risk assessments.Handle diverse data sources: Word, Excel, PDF, databases, audio, video, structured & unstructured data.Provide POV on implementing use cases via Agentic AI.Technology Selection:Select and justify GenAI frameworks (e.g., OpenAI, Azure OpenAI, Hugging Face Transformers, LangChain) based on use case fit, latency, cost, and integration capabilities.Recommend cloud platforms (Azure) and orchestration tools (e.g., Kubernetes, Airflow) for scalable deployment.Ensure compatibility with enterprise systems like SAP PLM, LIMS, and SharePoint.Edge Case Handling & Robustness:Identify and address edge cases such as ambiguous queries, hallucinations, data sparsity, and multilingual inputs.Implement fallback mechanisms, confidence scoring, and human-in-the-loop workflows.Design monitoring and feedback loops to continuously improve model performance and reliability.Stakeholder Engagement:Collaborate with R&D scientists, IT teams, and business leaders to align solutions with strategic goals.Lead workshops to gather requirements, validate prototypes, and drive adoption.Communicate complex AI concepts in business-friendly language.Governance & Compliance:Ensure solutions adhere to data governance, privacy, and regulatory standards.Define model auditability, explainability, and ethical AI practices.Innovation & Capability Building:Stay current with GenAI advancements and emerging tools.Mentor teams on prompt engineering, LLM fine-tuning, and responsible AI.Contribute to internal knowledge bases and reusable solution assets.



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