AI Model Developer

2 weeks ago


coimbatore, India beBeeGenerative Full time

Job Description: Generative AI EngineerAbout Codewalla is a New York–based product studio with engineering teams in India.Codewalla develops innovative products that scale by working at the intersection of design, engineering, and AI.Main Responsibilities:Build MCP servers and agentic clients that handle user intent parsing, tool orchestration, and structured response generation.Architect efficient RAG pipelines with chunk decay, latency budgeting, and cost-aware vector search.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.Continuously refine prompts, embeddings, and model behavior based on user feedback and regression tests.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, such as:AWS: Lambda, Bedrock, DynamoDB, OpenSearch Vector Search.GCP: Cloud Functions, Vertex AI, Firestore, BigQuery, Vector Search.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.Bonus: Experience with MLflow, LaunchDarkly, Inferentia/GPU tuning.


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