24 Aug
|
Epnovate Technology
|
Ahmedabad
24 Aug
Epnovate Technology
Ahmedabad
About the role:
We are looking for an experienced AI/ML Engineer with robust software engineering expertise and hands-on experience in Generative AI, LLMs, agentic systems, and production AI applications.
You will be responsible for designing scalable AI architectures, developing multi-agent workflows, building production-grade RAG systems, integrating enterprise tools and data, and optimizing AI applications for performance and reliability.
Key Responsibilities
Design and develop multi-agent AI systems with planning, state management, tool usage, and self-correction capabilities.
Build agentic workflows using frameworks such as LangGraph, AutoGen, CrewAI, or custom orchestration.
Implement MCP (Model Context Protocol) servers/clients, tool calling, and API integrations with enterprise systems.
Develop scalable and low-latency RAG pipelines using vector databases, hybrid search, semantic caching, and re-ranking.
Implement LLM evaluation, observability, tracing, and guardrails using tools such as Ragas and Langfuse.
Develop high-performance asynchronous Python microservices and optimize latency, context usage, and inference performance.
Explore and implement local model serving, fine-tuning, and quantization where appropriate.
Mentor junior engineers and contribute to technical architecture and engineering best practices.
Technical Skills
Python: 4+ years of qualified backend development; strong experience with FastAPI, asyncio, and microservice architectures.
LLMs & Generative AI: Hands-on experience with OpenAI, Anthropic Claude, Gemini, Llama, Mistral and knowledge of fine-tuning/quantization.
Agentic AI: Solid experience with LangGraph, AutoGen, CrewAI, or custom agent orchestration frameworks.
RAG & Search: Experience with Pinecone, Weaviate, Qdrant, Milvus, hybrid search, semantic retrieval, and re-ranking.
Databases: Good knowledge of relational and NoSQL databases and enterprise data integrations.
MCP & Tool Integration: Ex
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