Hi, I'm Aman
GTM Engineer building revenue systems with AI, automation and data. Sent 100K+ cold emails.
About
I'm a GTM Engineer with 2+ years of hands-on experience building revenue systems (AI agents, outbound infrastructure, lead-generation pipelines, and revenue-management dashboards) for hospitality brands and early-stage startups. I work across n8n, Clay, Apollo, Apify, and Instantly/Smartlead, backed by strong tech and product fundamentals. Before that, I founded Cyty, a 0%-commission hotel booking platform, and grew it to 800+ paying customers in 90 days. I like owning a problem end-to-end, from system design to execution.
Work Experience
GTM & Outbound
- Owned growth and partnerships for client acquisition across the US, Caribbean, East Africa, and the Middle East; developed and executed a GTM strategy to win clients through cold email and LinkedIn outbound.
- Built automated lead-generation and outbound systems for hotel acquisition, supporting 80K+ personalized cold emails across prospect sourcing, enrichment, personalization, sequencing, and booking-call workflows.
Revenue Dashboards
- Built and deployed a revenue-management dashboard for a 14-property hotel group (~285 rooms), integrating PMS data for live occupancy/rates, historical tracking, and automated Excel rate reports; replaced a manual daily spreadsheet workflow.
- Built a real-time reservation dashboard with automated daily/weekly/monthly reports, integrating PMS platforms (Cloudbeds, eZee, Choice) and POS systems like Toast for US and Caribbean hotels.
AI Agents
- Designed and deployed 14 AI agents/workflows for hospitality use cases including competitor analysis, review sentiment tracking, Google Business optimization, AI visibility tracking, SEO automation, Meta Ads intelligence, and website event tracking setup, running 24/7 so the team doesn't have to.
CRM & Framework
- Built a lightweight outbound CRM/agent layer on top of the email infrastructure to classify replies, surface follow-ups, and keep warm opportunities from being lost.

- Built and operated outbound infrastructure supporting 20K+ emails, connecting lead generation, enrichment, outreach, and booking-call workflows; booked 80 sales calls within four months of operation.
- Designed and deployed multiple AI-powered hospitality workflows covering Meta competitor analysis, Google/Tripadvisor review sentiment, GEO tracking, and rate shopping.

- Built a community-driven hotel booking platform connecting travelers directly with hotels, with no middleman and a 0% commission model.
- Onboarded 20+ hotels in Patna and acquired 800+ paying customers within 90 days of launch; owned product, GTM, partnerships, and customer acquisition end-to-end.

- Co-founded CrazOut and worked on-site in Patna for 2 years 4 months, focused on web development and problem solving.
Education



Skills
GTM & Revenue
AI & Automation
GTM Stack
Technical
I like building things
From university until today, I've been building products and AI agents at the intersection of product, marketing and tech, which is exactly where I think GTM lives. Exploring what's possible in GTM has been eye-opening, and it keeps getting more exciting. Here are some of the agents and products I've built, and the GTM systems behind my outbound.
AI Agents & Products
Live products and the agents that do the research so the team doesn't have to.
GTM Systems I've Built
The infrastructure behind my outbound.
- Source
- Enrichment
- Personalize🤖
- Sequence
- Book call

- CRM
Automated Outbound Engine
GTM EngineeringAn end-to-end outbound system covering lead sourcing, enrichment, personalization, sequencing, and campaign operations, scaled to support high-volume campaigns.
Meta Ads Competitive Intelligence
AI / GTM AutomationScrapes competitor and market data, enriches accounts, and uses LLM-based analysis to turn fragmented research into structured, actionable GTM intelligence.
Get in Touch
Want to talk GTM, outbound, or AI automation? Email me at avaman0001@gmail.com or connect on LinkedIn, and I'll get back to you.
Join the Ultimate GTM Community
Learn with me: Read my blogs here.



