Define and govern end-to-end AI/ML and GenAI architectures aligned with business and enterprise standards
Evaluate, select, and standardize AI/ML tools, frameworks, and platforms across the organization
Drive AI/ML and GenAI POCs from ideation to production deployment
Design scalable solutions for LLMs, RAG-based systems, and agentic / multi-agent architectures
Establish and lead the AI Center of Excellence (COE), including reference architectures, accelerators, and best practices
Provide technical leadership, architecture reviews, and solution governance
Lead training programs, hands-on workshops, and knowledge-sharing sessions for AI/ML teams and stakeholders
Mentor and coach engineers on AI engineering, MLOps, deployment, and architectural best practices
Collaborate with business, product, and engineering teams to translate business problems into AI-driven solutions
Ensure solutions adhere to security, scalability, performance, and Responsible AI standards
Skills Required
Strong foundation in Machine Learning, Deep Learning, NLP, and Generative AI
Hands-on experience with multiple LLMs (OpenAI / Azure OpenAI, Gemini, Claude, LLaMA, Mistral)
Expertise in RAG architectures, embeddings, and vector databases (FAISS, Pinecone, Weaviate, Chroma, Milvus)
Experience with agentic and multi-agent systems, including MCP / A2A concepts
Proficiency in modern GenAI frameworks (LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Google ADK)
Strong programming experience in Python; API development using FastAPI and Flask
Experience with ML frameworks (PyTorch, TensorFlow, Scikit-learn)
Hands-on experience with cloud AI platforms (Azure, AWS, GCP)
Expertise in deployment, CI/CD, containerization, and MLOps using Docker, Kubernetes, MLflow, Azure ML, SageMaker, or Vertex AI
Proven experience leading AI teams and COE initiatives
Strong capability in training, mentoring, and upskilling technical teams
Ability to define and enforce AI governance, risk, compliance, and Responsible AI practices
* Excellent stakeholder management, communication, and strategic thinking skills
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