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aayushiagratha/README.md

Aayushi Agratha

AI Solutions · AI Agents · Product & GTM Strategy

I build AI solutions for real business problems — combining AI agents, workflow automation, and product/GTM strategy.

🚀 Currently building

  • PositionPilot — a 15-agent, 4-pipeline system for AI-native GTM and positioning
  • job-search-score — a verified, sponsorship-aware job search agent for Claude Code
  • marketing-skills-hub — an evidence-based evaluation protocol for AI marketing skills

🤖 Featured projects

Build AI systems → engineer agent architecture → evaluate whether the output is actually good.

PositionPilot — Build

Multi-agent AI GTM strategy engine that turns structured product inputs into positioning, ICP, messaging, GTM and SEO strategies.

n8n · OpenRouter · PostgreSQL · Docker

Backend · Frontend

job-search-score — Build

Claude Code agent that verifies job availability, sponsorship eligibility, and role competitiveness before generating tailored applications.

Repo

langgraph-agents — Engineer

LangGraph implementation of the Brand Voice Guardian pipeline, with parallel audit/rewrite agents, FastAPI orchestration, and OpenRouter + PostgreSQL persistence.

LangGraph · FastAPI · OpenRouter · PostgreSQL

Repo

marketing-skills-hub — Evaluate

An open evaluation protocol for AI marketing skills — fixed rubrics, quoted evidence, and reproducible scoring, instead of ranking by GitHub stars.

Evaluation · Rubric Design · Reproducibility

Repo

🛠️ What I work with

AI & Agents
LLMs · AI Agents · Multi-Agent Systems · LangGraph · Prompt Engineering · Python

Build & Automation
n8n · FastAPI · REST APIs · PostgreSQL · Docker · OpenRouter

Business & Strategy
AI Solutions · Solution Design · GTM Strategy · Positioning · ICP · Product Marketing

🧠 How I work

Business problem → AI opportunity → solution design → prototype → human review → iteration

I build AI systems for real workflows, with a focus on usefulness, human oversight, and practical business outcomes.

📫 Connect

Portfolio LinkedIn Email

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  1. job-search-score job-search-score Public

    Agent skill for Claude Code: verified, sponsorship-aware job search. Checks who's really hiring, whether they can legally sponsor you, and how contested the role is — then writes applications in yo…

    Python 3 1

  2. positionpilot positionpilot Public

    AI-native GTM and positioning engine. Multi-agent n8n workflows for ICP creation, messaging frameworks, and GTM strategy generation.

    Python

  3. langgraph-agents langgraph-agents Public

    LangGraph port of the Brand Voice Guardian pipeline — FastAPI + LangGraph StateGraph, parallel audit/rewrite agents over OpenRouter, Postgres-persisted.

    Python

  4. marketing-skills-hub marketing-skills-hub Public

    Evidence-based evaluation protocol for AI marketing skills. Fixed rubrics, quoted evidence, reproducible scoring.

    Python

  5. grounded-rag grounded-rag Public

    Compact RAG implementation: document ingestion, embeddings, pgvector retrieval, and grounded generation with citations. Scoped exercise, not a platform.

    Python