Company: Tech Beam Designs Inc Website: Visit Website Business Type: Startup Company Type: Product & Service Business Model: B2B Funding Stage: Pre-seed Industry: Information Technology Salary Range: ₹ 15-25 Lacs PA Role Summary: Build and run our AI services for document understanding, RAG and policy extraction to support HR and payroll decisions.
Key Responsibilities Build data pipelines to ingest laws, HR policies and company documents. Design and run RAG pipelines using LLMs and vector databases. Create prompts and tools to extract structured rules from text. Work with backend engineers to connect AI outputs to rule engines and APIs. Evaluate AI quality, improve prompts and retrieval, and track key metrics. Document your work clearly and share best practices with the team.
Requirements (Must Have) 4+ years of experience in ML / AI software development.
Strong
Python skills. Hands-on experience with LLM APIs (such as OpenAI) and embeddings.
Experience with at least one vector database (Pinecone, Qdrant, Weaviate, etc.).
Experience with at least one RAG or LLM orchestration framework (LangChain, LlamaIndex or similar).
Experience building and deploying ML/AI services in production. Strong understanding of evaluation and monitoring for AI systems. Valuable to Have Background in NLP or information retrieval.
Experience with legal tech, HR tech or regulatory technology.
Experience with human-in-the-loop workflows and confidence-based routing.
Experience with rule engines or policy-as-code frameworks.