About the company:

Aptlogica Technologies is a Pune-based technology company delivering AI/ML, Generative and Agentic AI, product engineering and cloud solutions for enterprise clients, alongside its own learning-technology products.

About the role:

Design and build production-grade AI agents with reasoning, tool use, memory management and multi-step workflow execution. The role requires strong Python and practical experience with LLMs, retrieval-augmented generation, agent frameworks, enterprise APIs and AI evaluation.

Key responsibilities:

- Design and develop production-grade agentic AI applications

- Build multi-step agents with tool use, memory, orchestration and error recovery

- Integrate GPT, Claude, Gemini and similar LLMs into enterprise applications

- Build and optimise RAG pipelines using embeddings, vector stores, reranking and hybrid search

- Implement structured outputs, function calling and prompt-engineering techniques

- Connect agents to REST and gRPC APIs, enterprise systems, message queues and event-driven services

- Implement AI evaluation, tracing, observability and quality monitoring

- Build tool orchestration with Model Context Protocol, tool registries and schema-driven dispatch

- Collaborate with engineering and architecture teams to move AI solutions into production

Required qualifications:

- 3 - 7 years of overall professional experience, including 1 - 3 years of directly relevant hands-on experience

- Strong production-grade Python development skills

- Experience with LangGraph, Google ADK, CrewAI or a similar agent framework

- Experience integrating GPT, Claude or Gemini APIs, including structured outputs and function calling

- Hands-on knowledge of RAG, embeddings, vector databases, reranking and hybrid search

- Experience with REST and gRPC APIs, OAuth or SAML concepts, message queues and event-driven architecture

- Experience with AI evaluation, observability and Model Context Protocol-based tool orchestration

Preferred qualifications:

- Experience with an enterprise agent SDK

- Experience deploying containerised AI applications with Kubernetes

- Experience with Kafka or Flink

- Experience with model fine-tuning

- Exposure to reinforcement learning from human or AI feedback

Interview process:

One interview round with Aptlogica, followed by one or two client interview rounds.

Openings:

1 position | Locations: Chennai, Bengaluru, Hyderabad