
Shravan K.GTM Engineer
I build the automation and data systems behind B2B SaaS revenue teams: enrichment, scoring and routing with Clay, Claude and n8n, wired into Salesforce and HubSpot.
About
Who I am
I'm Shravan, a GTM Engineer with 4+ years in data operations and revenue systems, building the enrichment, routing and AI automation behind B2B SaaS sales teams. I've sourced $2.4M in pipeline from 300+ target accounts a month using Clay, ZoomInfo, Claude and n8n to score and route records into Salesforce, while saving 15+ hours of manual work a week across HubSpot and Salesforce.
I reduced customer churn from 28% to 22% and bring hands-on CRM administration, territory management and revenue reporting experience, plus 3+ years at Amazon running data quality operations for Alexa's NLP pipeline. I also hold a Master's in Business Analytics.
Authorized to work in the U.S. · STEM OPT, H-1B sponsorship required
Data Enrichment & Routing
Clay, ZoomInfo and Apify waterfalls that score leads against the ICP and route them to the right rep.
Workflow Automation
n8n, Zapier and webhook pipelines that replace manual sales ops work with reliable systems.
CRM Administration
Salesforce and HubSpot validation rules, dedupe logic, migrations and CPQ that keep data trustworthy.
AI Integrations
Claude and MCP agents that write call summaries, 'why now' rationales and rep tasks automatically.
Experience
Where I've worked
4Sight Technology
Jul 2025 - PresentSan Francisco, CA
GTM Engineer · Jul 2025 - Present
- →Sourced $2.4M in pipeline from 300+ monthly target accounts by architecting an automated enrichment pipeline using Clay and ZoomInfo, scoring ICP fit via Claude, and routing records directly into Salesforce via n8n.
- →Cut quote turnaround time from 2 hours to 20 minutes and saved 10 hours of weekly manual operations by deploying 5+ automated workflows across HubSpot and Salesforce, paired with a custom CPQ integration.
- →Reduced customer churn from 28% to 22% over 2 quarters by engineering a multi-signal customer health score combining product usage and CRM engagement metrics to automatically flag and route at-risk accounts for CSM outreach.
- →Gave 15+ reps auto-populated call summaries on 90% of accounts by building a webhook-based Gong-to-Salesforce integration using Claude summarization.
- →Accelerated sales team quota attainment from 81% to 91% and eliminated 5 hours of weekly manual operations by balancing 300+ accounts across 15+ reps using automated territory assignment and custom HubSpot and Salesforce workflows.
- →Replaced 8 manual weekly reports for sales leadership with a self-service Tableau dashboard suite backed by PostgreSQL, covering pipeline, forecast and rep performance, with real-time n8n alerts on routing changes.
Amazon
Feb 2020 - Jun 2023Chennai, India
AI Data Operations Lead · Feb 2020 - Jun 2023
- →Optimized data pipeline throughput and operational accuracy from 89% to 92% by leading a 20+ member data operations team and enforcing rigorous precision/recall quality gates across data workflows.
- →Accelerated operational decision-making and reduced triage time from 3 hours to under 1 hour for 200+ team members by architecting real-time monitoring dashboards using Amazon QuickSight.
- →Decreased global onboarding ramp-up time by 40% by standardizing SOPs, establishing clear accuracy benchmarks, and implementing cross-functional error-tracking ticketing systems.
- →Eliminated recurring data drift and resolved critical error patterns within 3 sprint cycles by coordinating cross-functional data, QA and engineering teams through QuickSight tracking, structured ticketing and alignment workflows.
Skills
What I work with
Data Sourcing & Enrichment
CRM & Sales Tools
Automation, AI & Integrations
GTM Programs & Plays
Analytics & Data
Certifications
Credentials
HubSpot Revenue Operations
HubSpot Academy
HubSpot Sales Hub & Reporting
HubSpot Academy
Jira Fundamentals (Agile)
Atlassian
Projects
Things I've built
Signal-to-Pipeline
Oct 2026 - Present
Loaded 26 scored accounts, 785 buying signals and 64 contacts into Salesforce with 0 errors. Captured signals with Apify, tiered accounts in Clay with 15 scoring formulas, and upserted through n8n with JavaScript mapping Clay output to Salesforce fields. Used Claude over MCP to generate 'why now' rationales, 13 Gmail drafts and 14 rep tasks.
Quote-to-Cash Deal Desk
Sep 2026 - Oct 2026
Cut quote turnaround to 3 days across 61 test deals by configuring HubSpot quotes, deal stages and approval workflows for GPU cloud pricing under a '3-Day Rule'.
GTM Analytics & RevOps Dashboard Suite
Jul 2026 - Aug 2026
Delivered a 4-page dashboard suite covering pipeline health, sales productivity, weighted forecast vs. actuals and retention across 8,800 opportunities and $10M in bookings by administering Salesforce, modeling data in PostgreSQL and building dashboards in Tableau.
Education
Where I studied
Master of Science, Business Analytics (Full-time)
California State University East Bay
Aug 2023 - May 2025
Bachelor of Technology, Computer Science
SRM Institute of Technology
Aug 2015 - May 2019
Resume
The one-page version
Contact
