GTM Engineer

I build the systems that turn
cold lists into closed revenue.

Outbound infrastructure. Lead enrichment pipelines. CRM automation. End-to-end GTM systems for B2B companies that want to scale without scaling headcount.

8
GTM systems built
50+
Reps managed
E2E
Full-stack GTM
QMUL
MSc London · UK Visa
Services

What I build for you

01
Outbound Infrastructure

Full cold outreach stack: ICP targeting, inbox setup, deliverability, multi-step sequencing, and reply handling. Campaigns that land in inboxes, not spam folders.

ClayInstantlySmartleadApollo
02
Lead Enrichment Pipelines

Multi-waterfall enrichment combining Clay, Apollo, Hunter.io, and AI to build verified, firmographic-rich contact lists with hyper-personalised first lines baked in.

ClayHunter.ioClearbitGPT-4o
03
CRM Operations & Automation

HubSpot setup, lead routing logic, deal enforcement, stale deal alerts, and workflow automation that keeps your CRM accurate and your sales team focused on selling.

HubSpotn8nZapierClay
04
GTM Signal Monitoring

Automated buying-signal tracking (hiring surges, funding events, job changes, LinkedIn activity) piped into your CRM so sales acts before a competitor even gets a reply.

Clayn8nHubSpotHeyReach
Results

Impact in numbers

Reply rate improvement
Via AI personalisation & signal-based timing
10+
Hours saved per week
Per client through workflow automation
80%
SDR work automated
Sourcing, enrichment, sequencing. Hands-free.
50+
Reps managed
Sales team leadership across East India
Projects

Systems I've built

01
Apollo → AI → Instantly: Full-Stack BDR Automation

End-to-end outbound replacing 80% of SDR manual work. Leads sourced from Apollo, deep-enriched, AI-personalised across 3 emails, pushed to Instantly campaign. Zero human touchpoints.

02
HubSpot + Phantombuster + GPT: Auto-Personalised Outreach

Triggers on new HubSpot contact. Scrapes LinkedIn/Twitter via Phantombuster. GPT generates a unique outreach email from live social data. Sent automatically. No copy-pasting.

03
GPT-4o Autonomous Company Research Engine

Reads a company name list from Google Sheets, deploys an AI agent to scour the web, and returns enriched firmographics (LinkedIn, pricing, integrations, market focus) back into the sheet.

04
Perplexity + Hunter.io: AI-Powered Lead Gen Pipeline

Prompt an industry. Perplexity finds 15 matching companies. Hunter.io enriches up to 3 verified emails per domain. AI fallback for gaps. All deduplicated and logged into Google Sheets.

05
AI SDR: Autonomous Cold Outreach with Local LLM

Three synced n8n flows running on weekday schedules. Scores leads 0–100 with Ollama, generates 3-email sequences, manages follow-up cadence, detects replies, fires Telegram alerts.

06
ICP Qualification & Revenue Scoring Engine

Clay pipeline that scores inbound leads against ICP criteria, enriches firmographics via waterfall, calculates a revenue potential score, and routes qualified accounts to HubSpot with context.

07
Customer Expansion Propensity Pipeline

Monitors existing accounts for hiring surges, funding rounds, and role changes. When a growth signal fires, CRM alerts the CSM before the customer even starts looking at alternatives.

08
Context-Aware Outreach Orchestration Engine

Clay enrichment → AI-generated first lines from LinkedIn activity → HeyReach for LinkedIn touches → Salesforge for email. Sequences adapt based on engagement signals in real time.

About

Who I am

I'm a GTM Engineer with a background in business operations and sales, graduated from MSc Entrepreneurship & Innovation at Queen Mary University of London.

That background gives me something most engineers don't have. I've worked on the front lines of sales, managed teams of 50+ representatives, and built commercial partnerships from scratch. I understand the revenue process from the inside out. Not just the technology around it.

My core focus is making revenue predictable for scaling companies, by building and managing full sales systems, both inbound and outbound, end to end.

What separates my approach is how I think about problems. I work in layers, starting from the end of the sales process and moving forward. I identify the bottlenecks first, then solve them one at a time in the correct sequence. Solving the right problem in the wrong order can still leave a company stuck.

The result is a sales process that is built correctly, maintained properly, and designed to scale.

MSc QMUL London UK Work Visa 50+ Team Management Open to Work
Outbound
Instantly / Smartleadcold email
Apollo / Outreachsequences · prospecting
Enrichment & Data
Clay / ZoomInfoenrichment · waterfall
Seamless.ai / Apollocontact data
Automation
n8n / Make / Zapierworkflows · orchestration
CRM
HubSpot / Salesforcepipeline · routing
GoHighLevel / PipedriveCRM ops
Paid Ads
LinkedIn / Google / Metademand gen
Code & APIs
Python / JavaScriptREST APIs · Webhooks
Contact

Let's build something.

Open to freelance GTM projects, consulting engagements, and full-time roles in the UK. If you need revenue infrastructure that actually ships, reach out.