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WINRATE

Engineer · 2025

An autonomous RFP-response platform with 5-agent orchestration

Multi-agentpgvectorHybrid searchSSE streamingTypeScript

Turns a request-for-proposal into a drafted, compliance-checked response using a pipeline of specialized agents with human checkpoints.

Agent pipeline: orchestrator → analyzer → writer → compliance → QA, with per-stage results and token accounting
Agent pipeline: orchestrator → analyzer → writer → compliance → QA, with per-stage results and token accounting

> The_Problem

Responding to RFPs is slow, repetitive, and error-prone — and a single missed compliance requirement can disqualify an entire bid.

> What_I_Built

  • ▸Five-agent orchestration (orchestrator, analyzer, writer, compliance, QA) over hybrid vector + keyword semantic search.
  • ▸Real-time agent streaming so a human can watch the work happen, with human-in-the-loop checkpoints at quality gates.

> Outcome

  • ✓Drafts compliant RFP responses with a human in the loop at every critical step.