Research Engineer

Key Responsibilities:

• Design, develop, and deploy AI/ML models with a focus on Large Language Models (LLMs)
• Implement and optimize high-performance model serving solutions (e.g., vLLM, FastAPI, Triton)
• Build and maintain agent-based systems (Agentic AI, RAG pipelines, multi-agent workflows)
• Develop scalable data pipelines for preprocessing, embedding generation, and retrieval
• Work on vector databases (FAISS, ChromaDB, etc.) for similarity search and RAG use cases
• Optimize inference latency, throughput, and cost for production deployments
• Collaborate with cross-functional teams to integrate AI solutions into products
• Monitor, debug, and improve deployed AI systems for reliability and performance
• Stay updated with the latest advancements in LLMs, multimodal AI, and agent frameworks.