Yoga Sundaram Rama Swamy
GTM Engineer | Revenue Operations & Funnel Analytics | Building Systems That Improve Conversion, Forecasting & Pipeline Efficiency, Outbound systems | Salesforce • Snowflake • dbt • Clay • Hubspot • Apollo
Stripe
ex-AmazonMost companies have great data. Few have systems that actually do something with
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That gap is where I I'm a GTM Engineer with 6+ years building the revenue infrastructure that connects raw signals to closed deals — lead enrichment pipelines, outbound orchestration, funnel analytics, and LLM-powered workflows that ship to Recent impact:→ 28% lift in outbound conversion via LangGraph RAG agents→ 22% CAC reduction through Clay + 6sense enrichment systems→ 18% improvement in forecast accuracy with Snowflake + dbt funnel models→ 45% reduction in manual GTM effort via n8n automation across Salesforce, Segment, and WebflowI've built across enterprise scale (Amazon — Alexa & Ring), industrial SaaS (Bendix), and applied AI research (Cleveland State University / AIID). That range means I can own the full technical layer — warehouse to CRM to agent — and communicate it to both engineers and revenue Stack I live in: Clay · 6sense · Salesforce · HubSpot · Snowflake · dbt · LangGraph · Apollo · n8n · Segment · MarketoMicrosoft Certified: DP-700 Fabric Data Engineer 📍 Cleveland, OH · Open to GTM Engineer, RevOps Engineer, Analytics Engineer · Remote-friendlyIf you're building a modern GTM stack and need someone who can own it end-to-end — let's talk.
GTM Index
- STRIPEJOB
- GTM Eng5M
GTM Engineer
Stripe
• Built AI-assisted lead enrichment and outbound orchestration workflows across Clay and 6sense, helping expand marketing-qualified pipeline while improving overall GTM efficiency. • Developed LLM-based personalization and competitive-intelligence workflows using LangGraph and RAG techniques, improving outbound conversion rates by 28%. • Integrated Salesforce, Segment, Webflow, and Snowflake through n8n and custom APIs to create a unified revenue data layer supporting CAC, LTV, and funnel analytics. • Created funnel analytics models in Snowflake and dbt to track lead-to-close velocity, win-rate drivers, and pipeline leakage, improving forecast accuracy across sales operations. • Architected…
- BENDIX COMMERCIAL VEHICLE SYSTEMSJOB
- Sales Operations Data Anal…11M
Sales Operations Data Analyst Co-Op
Bendix Commercial Vehicle Systems LLC
• Operationalized triggered sales pipeline and revenue analytics solutions using T-SQL, SSIS, and Informatica, integrating CRM, pricing, and order datasets into centralized reporting systems that reduced manual effort by 35%. • Configured QlikView dashboards tracking revenue performance, pipeline health, and regional conversion metrics, enabling sales leadership to identify funnel bottlenecks and improve forecast accuracy by 20%. • Implemented data validation and deployment governance frameworks using Great Expectations, Zapier, and Git across ETL and reporting systems, reducing reporting data quality issues by 25%. • Devised GTM workflow automations and lead-routing systems using Market a…
- CLEVELAND STATE UNIVERSITYSCHOOL
- Master's degree, Informati…2Y 4M
Master's degree, Information Science/Studies
Cleveland State University
- AMAZONJOB
- ML Data Analyst (Promoted…3Y 4M
ML Data Analyst (Promoted from Digital Associate)
Amazon
• Conducted funnel, retention, and customer behavior analyses using SQL, Amazon Redshift, and SAP HANA, identifying growth and engagement drivers that contributed to a 20% increase in customer satisfaction and a 15% lift in retention. • Produced and optimized scalable data pipelines using Python, PySpark, AWS Glue, and S3 to improve data reliability for ML and operational analytics workflows, reducing dataset inconsistencies by 32%. • Delivered real-time KPI and operational dashboards in Amazon Quick Sight, enabling stakeholders to monitor customer engagement, data quality, and business performance metrics with 45% faster anomaly detection. • Centralized recurring reporting and operationa…
- THE GHARIB SHIPPING COMPANYJOB
- Data Analyst2Y 3M
Data Analyst
The Gharib Shipping Company
• Scaled Tableau dashboards integrated with Salesforce and MySQL to track revenue, customer acquisition, shipment performance, and retention metrics, reducing reporting turnaround time by 35%. • Assembled scalable analytics workflows using Fivetran, BigQuery, dbt, and GitHub, enabling centralized reporting infrastructure and improving reliability of operational and customer performance reporting. • Formulated forecasting and operational analytics models in Python to optimize shipment planning, fleet utilization, and inventory allocation, improving operational efficiency and reducing stock imbalances by 18%. • Performed customer segmentation, retention, and lifetime value analysis using SPS…
- BSA CRESCENT INSTITUTE OF SCIENCE AND TECHNOLOGYSCHOOL
- Bachelor's degree, Aeronau…4Y
Bachelor's degree, Aeronautical/Aerospace Engineering Technology/Technician
BSA Crescent Institute of Science and Technology
- Job: Stripe — GTM Engineer · 2026-01 – 2026-06 · 5 mo — • Built AI-assisted lead enrichment and outbound orchestration workflows across Clay and 6sense, helping expand marketing-qualified pipeline while improving overall GTM efficiency. • Developed LLM-based personalization and competitive-intelligence workflows using LangGraph and RAG techniques, improving outbound conversion rates by 28%. • Integrated Salesforce, Segment, Webflow, and Snowflake through n8n and custom APIs to create a unified revenue data layer supporting CAC, LTV, and funnel analytics. • Created funnel analytics models in Snowflake and dbt to track lead-to-close velocity, win-rate drivers, and pipeline leakage, improving forecast accuracy across sales operations. • Architected…
- Job: Bendix Commercial Vehicle Systems LLC — Sales Operations Data Analyst Co-Op · 2025-01 – 2025-12 · 11 mo — • Operationalized triggered sales pipeline and revenue analytics solutions using T-SQL, SSIS, and Informatica, integrating CRM, pricing, and order datasets into centralized reporting systems that reduced manual effort by 35%. • Configured QlikView dashboards tracking revenue performance, pipeline health, and regional conversion metrics, enabling sales leadership to identify funnel bottlenecks and improve forecast accuracy by 20%. • Implemented data validation and deployment governance frameworks using Great Expectations, Zapier, and Git across ETL and reporting systems, reducing reporting data quality issues by 25%. • Devised GTM workflow automations and lead-routing systems using Market a…
- Job: Amazon — ML Data Analyst (Promoted from Digital Associate) · 2019-11 – 2023-03 · 3y 4mo — • Conducted funnel, retention, and customer behavior analyses using SQL, Amazon Redshift, and SAP HANA, identifying growth and engagement drivers that contributed to a 20% increase in customer satisfaction and a 15% lift in retention. • Produced and optimized scalable data pipelines using Python, PySpark, AWS Glue, and S3 to improve data reliability for ML and operational analytics workflows, reducing dataset inconsistencies by 32%. • Delivered real-time KPI and operational dashboards in Amazon Quick Sight, enabling stakeholders to monitor customer engagement, data quality, and business performance metrics with 45% faster anomaly detection. • Centralized recurring reporting and operationa…
- Job: The Gharib Shipping Company — Data Analyst · 2017-07 – 2019-10 · 2y 3mo — • Scaled Tableau dashboards integrated with Salesforce and MySQL to track revenue, customer acquisition, shipment performance, and retention metrics, reducing reporting turnaround time by 35%. • Assembled scalable analytics workflows using Fivetran, BigQuery, dbt, and GitHub, enabling centralized reporting infrastructure and improving reliability of operational and customer performance reporting. • Formulated forecasting and operational analytics models in Python to optimize shipment planning, fleet utilization, and inventory allocation, improving operational efficiency and reducing stock imbalances by 18%. • Performed customer segmentation, retention, and lifetime value analysis using SPS…
- School: Cleveland State University — Master's degree, Information Science/Studies · 2023-08 – 2025-12
- School: BSA Crescent Institute of Science and Technology — Bachelor's degree, Aeronautical/Aerospace Engineering Technology/Technician · 2013-06 – 2017-06
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