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Prity Kar — B2B sales, marketing and practical GTM engineering experiments.

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Hi, I’m Prity 👋

I work in B2B sales and marketing, building GTM workflows from the problems I see in prospect conversations, campaign operations and follow-ups.

Featured project: GTM Context Engine

Explore the repository · Try the interactive demo

An account review workflow that brings LinkedIn, email, CRM and calendar evidence together. It surfaces overdue promises, conflicting identities, stale source data and gaps in the buying committee—then exports a sourced next-step brief for review.

  • Working local dashboard and deterministic decision engine.
  • Optional API adapters for HubSpot, Smartlead, Apollo, Google Sheets, Google Calendar, Jev, Gemini and Claude.
  • Configurable model routing, request limits, caching and illustrative cost estimates.
  • Downloadable JSON datasets, schemas, workflow manifests, strategy policies and reusable SKILL.md files.
  • Setup documentation and automated tests. Live account integrations still require credentials and validation.

Built with AI assistance. The demo uses fictional data; this is an open-source prototype, with no claim of measured customer ROI or production deployment.

Earlier experiments

Prity GTM Lab contains early workflow prototypes: LinkedIn Reply Desk, Campaign Pulse, Call → Follow-up, Outreach Check and Campaign Link Kit. These experiments helped shape the more focused GTM Context Engine.

What I bring

Hands-on experience with prospect conversations, appointment setting, campaign operations and follow-ups. My focus is making that operational knowledge reusable through code, documented decisions and tests.

I welcome feedback on real workflow problems, fictional edge cases and useful integration improvements.

About

Prity Kar — B2B sales, marketing and practical GTM engineering experiments.

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