About your role:
We are seeking a highly skilled Technical Lead for AI Development to drive the architecture, design, and execution of advanced AI systems using LLM frameworks, multi-agent architectures, RAG pipelines, and Model Context Protocol (MCP) integrations. The ideal candidate has robust hands-on experience building production-grade AI features, orchestrating agent ecosystems, evaluating model performance, and iterating through continual refinements.
You will lead a team of engineers, collaborate with product and research teams, and play a key role in shaping our AI strategy and platform capabilities.
Key Responsibilities:
AI Architecture & Development
Design and implement multi-agent systems, including agent orchestration, delegation, and tool interaction patterns.
Build scalable RAG (Retrieval-Augmented Generation) architectures using vector databases, embedding pipelines, and data chunking strategies.
Integrate and extend MCP (Model Context Protocol) tools for robust model-tool communication and workflow automation.
Lead development of AI-based features, prototypes,



and production solutions using LLM APIs or self-hosted models.
Architect and optimize prompt engineering, prompt chains, agent loops, and refinement pipelines.
Model Evaluation & Continuous Improvement
Implement and maintain agent evaluation frameworks (agent evals, scenario tests, regression testing).
Design automated evaluation harnesses for LLM quality, reliability, hallucination control, and performance metrics.
Drive iterative improvements through A/B testing, reward models, and feedback loops.
Monitor system performance, latency, cost, and reliability — and implement optimization strategies.
Technical Leadership
Lead and mentor engineers working on AI, data, and backend components.
Collaborate with product managers, researchers, and cross-functional teams to align tech strategy with business outcomes.
Conduct code reviews, enforce best practices, and maintain architectural standards.
Own

📌 Technical lead ai initiatives (Ranchi)
🏢 Mumba Technologies
📍 Ranchi