Innovative AI Product Developer

3 days ago


kochi, India beBeeEngineer Full time

Job SummaryCodewalla is a product studio that develops innovative products using design, engineering, and AI.We are seeking a skilled Generative AI Engineer to turn raw LLM potential into reliable features and products.Design and implement efficient RAG pipelines with chunk decay, latency budgeting, and cost-aware vector search.Develop MCP servers and agentic clients that handle user intent parsing, tool orchestration, and structured response generation.Automate evaluation pipelines that test LLM outputs for relevance, accuracy, and coherence.Work closely with DevOps to codify and deploy infrastructure using CDK or Terraform.Set up observability dashboards for prompt performance, latency, and failure traceability.Requirements:5-8 years of full-stack or backend development experience, with at least 1 year building AI-powered or LLM-based applications.AI-native mindset: test fast, trace deeply, pause to reframe when needed.Strong Python and TypeScript skills.Experience with either AWS or GCP stacks.Familiarity with LangChain, Bedrock SDK, and vector database schema design.Understanding of prompt design, embeddings, and agentic workflows.CI/CD fluency GitHub Actions, containerized deployment, test-first habits.Experience with LLM evaluation tools like Promptfoo, LangSmith, or Guardrails.ResponsibilitiesDevelop and maintain large-scale AI systems.Collaborate with cross-functional teams to integrate AI solutions.Design and implement data pipelines and storage solutions.Conduct thorough testing and debugging to ensure system reliability.


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