Arpit Ahluwalia

Building in Public - GTM Engineer @ Libertify Building AI-Native Outbound Infrastructure. Clay · HubSpot · LLMs · N8N · ESCP MBA 25’ Computer Science Engineer

Berlin, Berlin, Germany

About

I build the systems that make revenue teams move faster, not by doing the outreach myself, but by engineering the infrastructure that makes Every SDR and AE10x more effective. At Libertify, I built a complete outbound automation stack from zero: Clay enrichment pipelines, HubSpot workflow architecture, LLM-powered personalisation layers using Claude API, Gemini API, and HeyGen video personalisation workflows for top-tier accounts. What I actually built: → Waterfall enrichment pipelines (Apollo → Cognism → Hunter) that deliver pre-researched, pre-scored leads directly into SDR queues → HubSpot workflow architectures that auto-enroll prospects based on ICP scoring and auto-generate task queues for reps → Claude API personalisation layers inside Clay — generating custom first lines from company websites, at row level, at scale → n8n and Zapier cross-tool automations: Slack digests, reply routing, weekly performance reports — all fully automated → HeyGen video personalisation for high-value accounts, with Vidyard tracking feeding back into HubSpot contact properties

Experience

  • Growth engineer at LIBERTIFY
    Jan 2026 - Present · 7 mos

    Built the entire outbound automation infrastructure at Libertify designing, shipping, and optimising the systems that Power the sales pipeline. Key builds: • End-to-end enrichment pipeline: Clay waterfall (Apollo → Cognism → Hunter), BuiltWith tech stack detection, ICP scoring formula, and Claude API personalisation — delivering pre-written, pre-scored leads to SDRs automatically • HubSpot CRM architecture: custom contact properties, workflow-based auto-enrollment by ICP score tier, territory-based SDR assignment, and pre-drafted task queue generation — reducing time-per-prospect from 45 minutes to under 2 minutes • LLM automation: Zapier + Gemini API pipeline for automated LinkedIn engagement; Claude API prompt layers inside Clay for personalised email openers at scale • HeyGen video personalisation workflow for top-20% accounts — auto-generated from templates via n8n, tracked via Vidyard, with view signals feeding back into HubSpot tasks • University outreach program: targeted 1,290+ institutions across 50+ countries — comment strategy that generated inbound leads including Social Media Manager at ESMT Berlin • Python data pipeline (bulk collection of 5,000+ university brochures, Fortune 500 annual reports via SEC EDGAR, contact enrichment) wired into HubSpot + Mixpanel campaign infrastructure Results: 44% email open rate · 6–7 qualified demo bookings/week · 60 days from zero to live pipeline

  • MBA Consultant at LA NAVE NODRIZA
    Jun 2025 - Jul 2025 · 2 mos

  • MBA Consultant at AXIAN Group
    Nov 2024 - Feb 2025 · 4 mos

  • Growth Consultant at National Informatics Centre, Govt of India
    Feb 2023 - May 2024 · 1 yr 4 mos

    • Designed go-to-market strategy for government digital transformation initiatives in Madhya Pradesh • Led stakeholder engagement across 15+ departments to drive adoption of digital infrastructure programs

  • Growth Specialist at Unacademy
    Jan 2022 - Dec 2022 · 1 yr

    • Drove revenue growth by 4.5x against given target — highest on the floor; recognised as best sales figures by Byju's • Built outbound prospecting process for edtech product targeting working professionals across Bengaluru • Managed full sales cycle from cold outreach to close across B2C and B2B segments