// open to GTM engineering roles & freelance in the UK — reach out →
ingh@

The long way round
to building.

Sales ops to AI builder. Not through a CS degree. Through years of watching broken GTM systems and eventually deciding to just fix them myself.

I spent two years in sales operations, first at Anhad Pharma and then at Rose Pharmaco in Mumbai. Managing reporting for 50+ reps, building pricing workflows, closing a commercial deal with Roche Diabetic Care, launching a product line from scratch.

The work was real. The tools weren't. We ran campaigns off spreadsheets. Leads fell through. Follow-ups got missed. I kept building workarounds and kept thinking someone should just fix this properly.

Then I moved to London for my MSc. Something changed there. Everyone around me was just building things. Not waiting for permission or a bigger team. Just figuring it out and shipping it.

I wanted that. I wanted to use AI to help companies actually grow revenue. Not talk about it. Build it.

That's what I've been doing since.

MSc QMUL London · First ClassUK Work VisaGTM Daily SpeakerOpen to Work50+ Reps Managed7 Systems Shipped
// stack
Core Stack
ClayInstantlyHubSpotn8nClaude Code
Outbound
InstantlySmartleadApolloHeyReach
Enrichment & Data
ClayApollo
Automation
Zapiern8n
CRM
GoHighLevelHubSpotSalesforce
Data
SQLSQLitePythonJavaScript
AI & APIs
REST APIsWebhooksPostmanClaude CodeLLM Prompting

Every step that led here.

Jan 2023 – Aug 2023
Sales & CRM Coordinator, Anhad Pharma
My first real ops role. Managed monthly sales and marketing reporting for a team of 10 reps, moved them off manual spreadsheets onto structured dashboards, and led the team to roll out a new CRM process. Got a feel for how broken most sales infrastructure actually is.
Sep 2023 – May 2024
Sales Operations, Rose Pharmaco
Stepped up to a bigger scope. Managed the reporting infrastructure for 50+ reps across territories, closed a commercial partnership with Roche Diabetic Care as the sole liaison for North-East India, and won 4 tenders by building a proper pricing and sourcing workflow. Also launched a full product line from scratch. That was the year I really understood GTM from the inside.
2024 – 2025
MSc Entrepreneurship & Innovation, QMUL London
Moved to London. Studied at Queen Mary University. First Class. The frameworks were useful but the real shift happened just by being around people who were building things. Something clicked.
Dec 2025 – Now
GTM Engineer, Building
First pipelines, then production apps. FastAPI backends, React dashboards, AI integrations running on real deal pipelines. Spoke at GTM Daily Office Hours. Building in public.

Exploring random ideas and shipping them fast. Learning something and immediately finding a use for it. I get genuinely bored if I'm not building something.

Right now I just want to get my hands dirty on something great.

I box. Read a lot. Spend time with my friends and go out when I can. And I cook. Maybe.

Want to build something together?

Open to freelance projects, consulting, and full-time GTM engineering roles in the UK.

Get in touchSee what I have builtGTM portfolio ↗