Bhanu Shankar
AI Engineer | Multi-Agent Systems (LangGraph) | Production RAG | AWS Bedrock | FastAPI
- Role
- Associate Consultant - Intelligent Automation at PwC India
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Bhanu Shankar
I work on building production-ready Agentic AI systems.Over the last 3 years at PwC India, I’ve designed and deployed multi-agent LLM architectures for enterprise use cases — taking projects from prototype to systems that run reliably in production.My work typically involves:• Designing multi-agent workflows with tool calling and supervision• Building hybrid RAG pipelines (vector, graph, and metadata search)• Developing NL2SQL and structured reasoning systems with fine-tuning• Setting up evaluation frameworks to reduce hallucinations and improve traceability• Deploying scalable backends using FastAPI and AWSI enjoy solving the messy parts of LLM systems — orchestration, retrieval quality, latency, evaluation, and making them dependable at scale.Currently exploring opportunities in Agentic AI and LLM platform engineering roles focused on building production-grade AI systems.
Experience
Associate Consultant - Intelligent Automation
Jul 2023 — Present · Bengaluru, IN
Education
Vellore Institute of Technology, Vellore
Bachelor of Engineering - BE, Electrical and Electronics Engineering
2019 — 2023
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