Rahul Kumar
GTM Engineer @ SIGN3 | Creator of AgentX (GTM AI Agent with Integrated AI-Based CRM on WhatsApp) | Market Research | Cold outreach Automation | Multi-Channel Outbound
1 year ago, I was mass-sending cold emails and praying for Today, I've built the system that does it for
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At Sign3, we help banks and fintechs catch fraud before it happens. My job was supposed to be "run outbound campaigns." Instead, I ended up building AgentX is an AI outbound marketing agent that lives on WhatsApp. You text it like a colleague, "launch the NBFC campaign," "show me who replied today," "pull the interested leads into a spreadsheet", and it actually does it. Behind a simple chat interface sits 20k+ lines of code I wrote with the help of Claude, 12 API integrations I wired together, and a CRM I built from scratch tracking 10,000+ No React tutorials got me here. No bootcamp. I learned js, SQLite, API design, and deployment because the problem demanded it. Every bug at 2am, every tools API that returned a different shape than yesterday, every Railway deploy that wiped my data before I figured out persistent volumes, that's where the real learning What I'm most proud of: the team doesn't think of AgentX as "Rahul's side project." They use it every morning. The daily digest lands on WhatsApp at 8am. The CRM is where pipeline lives. It's infrastructure From email marketing to engineering the GTM stack, the title changed, but honestly, the obsession was always the same: make the pipeline predictable, and make the boring stuff disappear.
GTM Index
- SIGN3JOB
- GTM Eng3M
GTM Engineer
SIGN3
Went from running cold email campaigns to building the AI infrastructure that runs them autonomously. Built AgentX, a WhatsApp-native AI agent (Node.js + Claude AI) that manages Sign3's entire outbound operation: campaign launches, reply tracking, lead enrichment, CRM pipeline, performance digests, and content generation, all through natural language. Also built the CRM dashboard from scratch: 10,000+ contacts synced from outreach tools, real-time deduplication, AI lead scoring, Kanban pipeline, and filtered exports. No framework, just vanilla JS and stubbornness.
- Email Mktg Specialist1Y 2M
Email Marketing Specialist
SIGN3
Market Research Analyst & Email Marketing Specialist @ Sign3 I research and identify the right prospects, build and run automated cold email campaigns, and source leads from multiple channels. I craft clear, relevant email content with strong CTAs to spark interest and start conversations. I also handle meeting scheduling and work closely with the sales team to ensure smooth handoffs and consistent pipeline growth.
- INDIRA GANDHI NATIONAL OPEN UNIVERSITYSCHOOL
- Indira Gandhi National Open University5Y 7M
Indira Gandhi National Open University
Indira Gandhi National Open University
- HASHBYTE STUDIO PVTJOB
- Lead Generation Specialist5M
Lead Generation Specialist
Hashbyte Studio Pvt Ltd
- ELITE MINDZ PVTJOB
- Lead Generation Specialist1Y 1M
Lead Generation Specialist
Elite Mindz Pvt Ltd.
Lead generation | Email marketing campaigns and LinkedIn cold outreach.
- SISGAINJOB
- Email Mktg executive1Y 5M
Email marketing executive
SISGAIN
- Job: SIGN3 — GTM Engineer · 2026-05 – present · 3 mo — Went from running cold email campaigns to building the AI infrastructure that runs them autonomously. Built AgentX, a WhatsApp-native AI agent (Node.js + Claude AI) that manages Sign3's entire outbound operation: campaign launches, reply tracking, lead enrichment, CRM pipeline, performance digests, and content generation, all through natural language. Also built the CRM dashboard from scratch: 10,000+ contacts synced from outreach tools, real-time deduplication, AI lead scoring, Kanban pipeline, and filtered exports. No framework, just vanilla JS and stubbornness.
- Job: SIGN3 — Email Marketing Specialist · 2025-06 – present · 1y 2mo — Market Research Analyst & Email Marketing Specialist @ Sign3 I research and identify the right prospects, build and run automated cold email campaigns, and source leads from multiple channels. I craft clear, relevant email content with strong CTAs to spark interest and start conversations. I also handle meeting scheduling and work closely with the sales team to ensure smooth handoffs and consistent pipeline growth.
- Job: Hashbyte Studio Pvt Ltd — Lead Generation Specialist · 2024-05 – 2024-10 · 5 mo
- Job: Elite Mindz Pvt Ltd. — Lead Generation Specialist · 2023-01 – 2024-02 · 1y 1mo — Lead generation | Email marketing campaigns and LinkedIn cold outreach.
- Job: SISGAIN — Email marketing executive · 2021-07 – 2022-12 · 1y 5mo
- School: Indira Gandhi National Open University · 2021 – present
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ex-Instantly.ai