Role & responsibilities

- Develop production-grade AI applications and backend services using Python and FastAPI.

- Design and implement LLM-powered applications and RAG pipelines, covering document ingestion, chunking, embeddings, retrieval and response generation.

- Build AI agents and tool-calling workflows to automate business processes.

- Integrate LLM APIs, enterprise data sources and external applications.

- Work with vector databases such as Pinecone, Weaviate or pgvector.

- Evaluate and improve retrieval relevance, response accuracy, grounding and overall application quality.

- Implement safeguards for hallucinations, prompt injection and sensitive-data handling.

- Optimize AI applications for latency, reliability and model usage costs.

- Build REST APIs, data-processing workflows and integrations with relational, document or graph databases.

- Write maintainable code, automated tests and evaluation datasets; participate in code reviews, CI/CD and deployment.

- Collaborate with client stakeholders and engineering teams to translate business requirements into working AI solutions.

Preferred candidate profile





- 3 to 6 years of software engineering experience, including hands-on development of AI-enabled applications.

- Strong production experience with Python and FastAPI.

- Practical experience building LLM applications, RAG pipelines and AI agents.

- Strong understanding of document chunking, embeddings, semantic search, retrieval strategies and context management.

- Experience integrating LLM APIs and implementing structured outputs, tool calling and prompt workflows.

- Hands-on experience with Pinecone, Weaviate, pgvector or similar vector-search technologies.

- Ability to evaluate AI outputs, diagnose retrieval failures and improve application accuracy.

- Understanding of secure API development, testing, logging and production monitoring.

- Familiarity with frameworks such as LangChain or LlamaIndex is preferred.

- Knowledge of React.js is an advantage.

- Comfortable working directly with clients and adapting to evolving requirements.

- Available to work onsite in Bengaluru; immediate joiners preferred.

Perks and advantages

📌 AI Engineer - Generative AI / LLM / RAG (Bengaluru)
🏢 Verdeshell Technologies
📍 Bengaluru