Job Title: Technical Lead / Solution Architect — TGM Market Intelligence Agent

Duration: 3 months

Location:Offshore India- Bangalore

Key Responsibilities
- Own and author the High-Level Design (HLD) and Low-Level Design (LLD) based on the approved solution architecture.
- Define and document Architecture Decision Records (ADRs) and resolve key technical decisions around PostgreSQL/pgvector vs. Oracle 26ai, real-time APIs, email platforms, and connector approvals.
- Design and develop LLM/agentic workflows using Python and LangGraph/LangChain, including claim extraction, event composition, delta analysis, materiality ranking, evidence validation, content generation, compliance gating, and evaluation.
- Build and maintain a bi-temporal claim store with accurate as-of querying, versioning, and historical state management.
- Design and implement the transmission graph, including typed/evidenced relationships, bounded traversal, evidence validation, and proposed-edge workflows.
- Develop the hybrid retrieval platform combining keyword, vector, metadata, graph-expanded retrieval,



reranking, and long-document section hydration.
- Implement a unified evidence and citation framework to ensure all generated market intelligence is traceable to authoritative sources.
- Build the six-phase conversational AI agent, covering intent classification, temporal contextualization, tool planning, sufficiency grading, self-correction, cited synthesis, and compliance controls.
- Develop the AI compliance gate, including advice-line classification, deterministic policy rules, citation coverage checks, and numeric verification.
- Establish and manage the AI evaluation framework, including golden datasets, groundedness metrics, citation accuracy, regression testing, and model/prompt evaluation.
- Define model-tiering strategies using appropriate models for triage, grading, synthesis, and verification.
- Oversee the React/TypeScript front-end, API gateway, streaming chat experience, dashboa

📌 Technical Lead (Bengaluru)
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