Senior Growth Engineer · AI Automation

I build growth systems, delivered as working software.

From PLG funnels and GTM automation to voice AI agents and real-time analytics — I turn growth ideas into shipped infrastructure for SaaS companies.

Get in touchSee my work
10+ years shippingRemote-first2-minute intro call
The operating principle

Most growth advice stays a slide deck. My deliverable is shipped infrastructure — funnels, agents and automation that run in production and compound while you sleep.

01Live workspace

A portfolio that actually ships.

Real builds, real stacks. This panel reads from the same data that powers the case studies below — no mockups.

portfolio · /work
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Years shipping
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SaaS companies
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Projects shipped
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Tools in stack
  • CrossmeterShipped
  • SennetShipped
  • CrossBookShipped
  • RunMendShipped
  • PipeViewShipped
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02How I work

From growth idea to shipped system.

01

Find the constraint

I start where growth actually breaks — activation, funnel leaks, manual ops — not where it is loudest.

02

Ship the system

PLG flows, GTM automation, voice AI agents — built as real infrastructure, not throwaway scripts.

03

Measure & compound

Instrument every surface, watch the metric move, and keep the wins recurring.

Previously at
Appsmith logoAppsmith
Stenn logoStenn
Hygraph logoHygraph
Plane logoPlane
Ziflow logoZiflow
Netguru logoNetguru
03Selected work

Things I've shipped.

Digital products, growth experiments, and AI integrations — each one live, instrumented, and in use.

Crossmeter
FeaturedSaaS2026

Crossmeter

Cost and health monitoring for agencies running their clients' AI stacks. Connect n8n, Make.com, Vapi, Claude, and OpenAI with read-only keys and get a weekly digest of what cost what, what worked, and what broke — per client, with zero SDK to install. EU-hosted, AES-256 encrypted, live in five minutes.

Per-client cost attributionRead-only, zero SDKWeekly email + Slack digest
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Sennet
Growth2026

Sennet

A two-week sprint that tells B2B SaaS teams which user behaviors actually predict retention. Sennet mines your product data to deliver an empirically-defined activation metric, a PQL scoring model, an event taxonomy, and monitoring dashboards — replacing vanity metrics with signals that hold up, plus three months of monitoring so the taxonomy doesn't rot.

Empirically-defined activation metric+12.4 pts D7 activation lift
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CrossBook
SaaS2026

CrossBook

Reconcile HubSpot and QuickBooks in plain English. Drop two CSVs and CrossBook explains every conflict, duplicate, and missing invoice — citing the exact row index from both files. Read-only by default, source-cited, and built for RevOps teams done reconciling in spreadsheets.

Plain-English reconciliationRow-cited conflicts
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RunMend
SaaS2026

RunMend

An AI-powered health monitor for Make.com and n8n. Continuously watches your automations, catches silent failures and stalled scenarios, and ships fix-ready alerts so ops teams can keep workflows running without babysitting dashboards.

Make.com + n8n monitoringFix-ready failure alerts
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PipeView
SaaS2026

PipeView

Your sales pipeline, answered in plain English. Connect HubSpot, type a question, and get live tables, charts, and insights in seconds — powered by Claude on top of your own CRM data, no spreadsheets required.

Plain-English CRM queriesLive HubSpot data
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TagSentry
SaaS2026

TagSentry

A SaaS monitoring platform that detects when marketing tracking (GTM/GA4) breaks. Continuously validates your tags, fires alerts when something stops working, and helps marketing teams maintain data integrity across all properties.

Monitoring 500+ tracking tags99.9% uptime detection
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Missed Call Recovery SystemIn Progress
SaaS2026

Missed Call Recovery System

An AI-powered call recovery system for property management firms. Automatically responds to missed calls via SMS, qualifies prospects through a voice AI agent, and books property viewings 24/7 — without human involvement.

24/7 automated responseVapi + Twilio + n8n stack
Coming soon
GrowthOS
Open Source2026

GrowthOS

Growth OS is a no-backend builder for PLG SaaS teams that generates an activation spec, tracking plan, KPI tree, and dashboard pack from a single structured input.

Used by 200+ growth teams500+ tracking plans generated
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PanelPack Pro
SaaS2025

PanelPack Pro

A comprehensive platform for creating panel-ready interview scorecards. Streamlines hiring processes with intelligent scoring systems, collaborative evaluation tools, and data-driven candidate assessments for modern recruitment teams.

500+ interview scorecards createdUsed by 50+ hiring teams
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Manuscript Engine
SaaS2025

Manuscript Engine

A powerful AI-driven writing platform that transforms ideas into polished manuscripts. Features intelligent content generation, collaborative editing, version control, and publishing tools for authors and content creators.

1,000+ documents generated
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Banner Engine
SaaS2024

Banner Engine

An intelligent AI-powered design tool that automates banner creation for digital marketing. Features smart design generation, customizable templates, and streamlined workflows for creating professional graphics at scale.

5,000+ banners createdUsed by 100+ marketers
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Growth Engine
SaaS2025

Growth Engine

A modern growth analytics and optimization platform that helps businesses track performance metrics, implement growth experiments, and scale their digital presence with data-driven insights.

Tracking 10M+ events/month
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Demoify
SaaS2024

Demoify

An innovative demo creation platform that enables teams to build interactive product demos and walkthroughs. Features guided tours, analytics insights, and seamless integration with sales and marketing workflows.

200+ interactive demos built
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04Case studies

Problems, solved end to end.

Deep dives into growth engineering work — from problem definition to implementation to the metric that moved.

05What people say

Trusted by the people I've built with.

Feedback from colleagues and collaborators across the SaaS companies I've shipped growth systems for.

“He learns quickly, executes fast, and has a great set of technical and design skills that he brings to every project.”
MP
Michael Peach
Marketing / Product Marketing Leader · Appsmith
“Dawid was a foundational employee who worked tirelessly to develop and maintain our high-velocity marketing funnel. His web development expertise was second to none, and his contributions helped us to achieve and exceed our growth targets.”
MP
Mike Puterbaugh
CMO & B2B GTM Builder · Ziflow
“Dawid has an amazing attention to detail and would make anything you want look and work great. I highly recommend working with Dawid as your first growth engineer.”
SK
Staszek Kolarzowski
Co-founder at Plane · Pilot.co (Y Combinator W17)