· Leading, mentoring, and managing a team of AI Engineers - setting
technical direction, reviewing architecture and code, and supporting their
day-to-day growth.

· Driving the architecture of Tristone's agentic AI platform end to
end, spanning agents, MCP servers, and supporting services that propose and
apply changes across large codebases and financial workflows.

· Designing and overseeing retrieval systems (RAG, vector search,
hybrid approaches) that give AI agents and developers accurate, up-to-date
context from large codebases, financial documents, and design artifacts.

· Building and refining compile, test, and evaluation pipelines,
covering static analysis, style and safety checks, performance gates, and code
review, to consistently measure and raise the quality of AI-generated changes.

· Defining best practices around concurrency, telemetry,
configuration hygiene, prompt versioning, and performance-sensitive code paths,
so AI outputs remain reliable and idiomatic.

· Driving experiments and evaluation frameworks to continuously




improve AI-driven workflows across the team.

· Acting as the primary point of technical escalation for the AI
engineering function, liaising with the MD and cross-functional stakeholders on
priorities, timelines, and risk.

· Complying with IT policies and procedures.

· Maintaining security of information at all times.

Requirements
· 4+ years of overall engineering experience, including demonstrable
experience building and shipping AI/LLM-powered systems.

· Prior experience leading, mentoring, or managing engineers, or
explicit readiness to step into a team-lead role.

· Strong proficiency in Python (Java a plus), with hands-on
experience in production-grade software systems.

· Proven experience with agentic AI frameworks and patterns
(LangChain, LangGraph, AutoGen, CrewAI, or similar) and multi-agent
orchestration.

· Practical experience with retrieval systems - vector search,
embeddings, RAG pipelines, or hybrid

📌 Lead Ai Engineer (Mumbai)
🏢 Tristone Partners
📍 Mumbai