Key Responsibilities

Design and implement scalable AI/ML and Generative AI architectures for enterprise applications.
Develop LLM-powered applications, autonomous AI agents, and multi-agent orchestration systems.
Architect state management and persistent memory systems for long-running AI workflows.
Build and optimize Retrieval-Augmented Generation (RAG) pipelines using embeddings and vector databases.
Lead the evaluation, selection, and implementation of AI technologies, frameworks, and infrastructure.
Collaborate with stakeholders to define business requirements and convert them into technical solutions.
Design and implement AI evaluation, observability, and monitoring frameworks.
Develop scalable APIs, microservices, and distributed AI systems.
Deploy and manage AI solutions on cloud platforms, primarily AWS.
Implement MLOps/LLMOps practices for model lifecycle management and deployment automation.
Mentor engineering teams and bridge the gap between Data Science and ML Engineering teams.
Contribute to solution proposals, RFP responses, architecture documentation,



and effort estimations.
Ensure adherence to industry best practices, security standards, and performance engineering principles.

Required Skills & Qualifications
AI & Machine Learning
Strong expertise in Machine Learning, Generative AI, and Large Language Models (LLMs).
Hands-on experience designing and deploying LLM-based applications and agentic AI systems.
Experience with multi-agent orchestration frameworks such as: LangGraph, CrewAI, AutoGen, Semantic Kernel, Strong understanding of: Prompt engineering, Embeddings, Vector databases, RAG architecture, Autonomous workflow design
Experience implementing AI evaluation and monitoring frameworks.
Familiarity with ML pipelines and frameworks such as MLflow, Kubeflow, or similar platforms.
Robust programming expertise in Python. Hands-on experience with: NumPy, Pandas, Scikit-learn
Experience designing scalable microservices and distributed systems.
Stron

📌 Senior AI Architect (Bengaluru)
🏢 Impetus
📍 Bengaluru