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Open to GTM engineering roles

Sami Khwaja

DevOps engineer turned GTM builder

LinkedIn

I started as a DevOps and platform engineer, automating cloud infrastructure, then spent several years running service businesses where I built the operations and automation myself. Now I build GTM systems in Clay: signal-based lists, enrichment workflows and AI-personalised outbound, backed by n8n and API integrations when Clay alone isn’t enough. My recent work turns job ads into a buying signal, extracting the exact tasks a company is hiring someone to do by hand and using them to write outreach specific to each prospect. I’m open to GTM engineering roles, remote within the UK or EMEA, and to freelance projects building outbound or automation systems.

1Cohort finished, every submission gradedFrom Clay
6Builds shippedFrom Clay
15Classmates helped, marked by themFrom Clay

Skill map

2 Clay use cases proven. Tap or hover one to see the proof and what it is built from.
Proof levelsCertified by ClayVerified workShared, in review
Phase 1

Crawl

Clean, scored data you can trust

1 proven
Phase 2

Walk

Automations that run without you

1 proven
Phase 3

Run

Signals and reps working the same system

0 proven

Data foundation

Reachable accounts and contacts, lower tool spend

Crawl

Grow pipeline

Outreach volume, reply rate and speed to lead

Walk

Building blocks

12 proven. The Clay skills every use case is made of. Tap or hover a use case to see its recipe.

Sourcing2Where records come from
Enrichment2What you learn about them
Logic5What you decide
Activation2Where the decision lands
Operate1Why it keeps working

Credentials

Issued by Clay. Anyone can verify the ID.

Outbound Orchestration Foundations Cohort 3 diplomaOutbound Foundations

Cohort completed, every submission graded
Oct 2026 · CC-DIP-04A58A8FVerify
0.21% of the Clay community hold this

Badges

6 of 14 earned
First build shipped
Submitted your first assignment
Sep 2026
1.9% of the Clay community hold this
Five builds shipped
Five assignments submitted
Earned
0.8% of the Clay community hold this
Cohort finisher
Every module, every submission, graduated
Oct 2026
0.65% of the Clay community hold this
In the room
Five live sessions attended
Earned
0.49% of the Clay community hold this
First reply
Answered a classmate
Sep 2026
1.2% of the Clay community hold this
Helped 10
Ten classmates reacted to your posts
Earned
0.87% of the Clay community hold this

Skills

Levels come from graded work and certifications, not self-report
Outbound Orchestration FoundationsAdvanced

Journey

Graduated Outbound Orchestration Foundations Cohort 3
Diploma earned
Oct 2026
First reply
Answered a classmate
Sep 2026
Joined Outbound Orchestration Foundations Cohort 3
Outbound Orchestration Foundations
Sep 2026
Credentials and badges are issued by Clay. Sami can hide them, not edit them.