AI Developer

We are seeking a skilled AI Developer to join our client's team in Mumbai. In this hybrid role, you will design and deploy production-ready AI applications, focusing on advanced RAG systems and complex reasoning workflows. You will collaborate with cross-functional teams to integrate sophisticated AI solutions into existing product ecosystems.

Our client is a prominent global leader in the computer software industry, known for driving digital transformation through innovative technology solutions. They foster a collaborative and forward-thinking culture that empowers professionals to work on cutting-edge projects. With a focus on scalability and excellence, they provide an environment where technical expertise is highly valued and rewarded.

Responsibilities

• Design and develop production-ready AI applications using Python and modern LLM frameworks.
• Implement and optimize RAG systems to enhance LLM capabilities with external knowledge sources.
• Build complex reasoning chains and agent workflows using LangChain and LangGraph.
• Create and maintain vector databases for efficient information retrieval.
• Develop custom tools and functions to extend LLM capabilities.
• Optimize prompt engineering strategies to improve model performance and accuracy.
• Implement evaluation frameworks to measure and improve system performance.
• Collaborate with cross-functional teams to integrate AI solutions into existing products.
• Document code, architecture, and processes to facilitate knowledge sharing across the team.

Requirements

• Strong proficiency in Python is required, with additional knowledge of JavaScript or TypeScript being highly beneficial.
• Hands-on experience with LLM frameworks including LangChain, LangGraph, Langsmith, and LlamaIndex.
• Proven experience working with vector databases such as Weaviate, Chroma, or FAISS.
• Solid understanding of API development using FastAPI or Flask.
• Deep knowledge of prompt engineering techniques and best practices.
• Familiarity with embedding models, semantic search, and information retrieval concepts.
• Experience with streaming architectures for real-time AI applications.
• Understanding of AI services on major cloud platforms.

Skills

Python, LLM frameworks, RAG systems, LangChain, LangGraph, Vector databases, Prompt engineering, FastAPI, Flask, JavaScript, TypeScript, Langsmith, LlamaIndex, Weaviate, Chroma, FAISS