07 Sep
|
KPMG India
|
Mumbai
Location: Mumbai, India
Experience: 1-6 Years
Grade: Associate Consultant / Consultant
About the Role
We are looking for highly skilled AI Engineers and Consultants with robust expertise in Generative AI, Agentic AI, Retrieval-Augmented Generation (RAG), Machine Learning, and Python development. The ideal candidate will play a key role in designing, building, and deploying enterprise-scale AI solutions focused on Risk, Treasury, and business transformation initiatives.
This role requires hands-on experience in developing production-ready AI applications, integrating open-source foundation models, optimizing AI workloads for secure on-premises environments, and driving innovation through emerging AI technologies.
Key Responsibilities
AI Solution Development
Design, develop, and deploy end-to-end AI applications by integrating LLMs, APIs, enterprise data sources, and user interfaces.
Build scalable and production-ready solutions leveraging Generative AI, Agentic AI, RAG, GraphRAG, and foundation models.
Develop AI-powered applications for forecasting, information retrieval,
document intelligence, and process automation.
Implement robust evaluation frameworks to assess model performance, response quality, accuracy, and business impact.
Generative AI & Agentic Workflows
Design and implement intelligent agent-based workflows using frameworks such as LangChain and LangGraph.
Develop Retrieval-Augmented Generation (RAG) and GraphRAG solutions for enterprise knowledge management and decision support.
Create prompt engineering strategies to improve solution performance, reliability, and user experience.
Optimize AI agents for complex reasoning, workflow orchestration, and autonomous task execution.
Model Engineering & Optimization
Customize and optimize open-source LLMs, OCR, and document intelligence models for enterprise deployment.
Adapt GPU-centric AI models to CPU-constrained and secure on-premises environments.
Implement techniques such as:
Quantization
Model compres
📌 Associate Consultant (Mumbai)
🏢 KPMG India
📍 Mumbai