AI Innovation Architect

7 days ago


Palakkad, Kerala, India beBeeProductivity Full time ₹ 20,00,000 - ₹ 25,00,000
Senior AI Applications Developer

The mission is to translate raw model capability into lean, reliable, and user-ready features.

Work on Model Context Protocol (MCP) servers, build agentic clients, architect RAG pipelines, and automate LLM evaluations to ensure every release delivers measurable value.

  • 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
Required Skills and Qualifications

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.

Bonus: Experience with MLflow, LaunchDarkly, Inferentia/GPU tuning.

Benefits

Work on products that get investor love and scale to global audiences.

Be part of AI-native product development: Integrate AI tools into how we design, build, and ship.

Global exposure: Directly collaborate with US-based startups, VCs, and product teams.

Learn fast: Small, elite teams with zero bureaucracy and high ownership.

See your impact: Every decision you make will shape user experience and business outcomes.

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