Architect

• Define and drive the

  end-to-end architecture

  for Generative AI solutions across enterprise use cases.
• Design and implement

  RAG pipelines

  , integrating vector databases and retrieval frameworks for scalable AI search and reasoning.
• Architect solutions leveraging

  LLMs/SLMs

  such as OpenAI GPT, Claude, GPT-4o, Ollama, LLaMA, Mistral, etc.
• Lead

  prompt engineering strategies

  , fine-tuning, and optimization for specific business problems.
• Build AI workflows using

  LangChain

  (or equivalent frameworks) for orchestration and application development.
• Provide architectural governance for

  NLP-driven solutions

  (classification, summarization, conversational AI, knowledge retrieval).
• Collaborate with data engineers, ML engineers, and product teams to define solution roadmaps.
  
• Evaluate, benchmark, and recommend emerging AI tools, frameworks, and models.
  
• Ensure

  security, compliance, and ethical AI practices

  in all deployments.

Required Skills

• Proven expertise in

  Prompt Engineering

  and

  RAG architectures

  .
• Hands-on experience with

  LLMs/SLMs

  (OpenAI, Claude, GPT-4o, Ollama, LLaMA, Mistral, etc.).
• Strong knowledge of

  LangChain

  and other orchestration frameworks.
• Deep understanding of

  NLP techniques

  , embeddings, and vector search.
• Strong programming skills in

  Python

  and familiarity with

  AI/ML libraries

  (Transformers, Hugging Face, PyTorch, TensorFlow).
• Experience designing

  scalable AI systems

  with microservices, APIs, and cloud-native deployment.
• Strong understanding of

  vector databases

  (Pinecone, Weaviate, Chroma, Milvus).
• Prior experience leading

  AI solution architecture

  in large-scale enterprise environments.

Good-to-Have Skills

• Experience with

  cloud platforms

  (AWS, Azure, GCP) for AI deployments.
• Familiarity with

  MLOps, CI/CD pipelines

  , and monitoring frameworks for AI models.
• Knowledge of

  fine-tuning, model compression, and optimization techniques

  .
• Exposure to

  data privacy, Responsible AI, and compliance frameworks

  .