swati jain

GTM Engineer

Built Python and LLM agents to automate prospect research, saving 12 hours of manual work per week. Integrated HubSpot, Clay, Stripe, and PostHog to unify signup-to-revenue tracking and raised trial-to-paid conversion from 4% to 7%.

PythonLLM AgentsHubSpotClayStripePostHogREST APIsWebhooksSQLN8nA B Testing

Artificial Intelligence Engineer

Developed multi-agent systems for real-time anomaly detection over 10M+ data points and deployed production LLM APIs on AWS. Designed RAG pipelines and improved answer accuracy by 30% while cutting token costs by 35%.

PythonLang ChainLangGraphMCPRAGPineconePgvectorfastAPIDockerKubernetesAWSAirflowSnowflakeVLLMQuantizationRagasLangsmithGuardRails

Data Analyst

Automated monthly marketing reports with Python and SQL, saving 30% of analyst hours. Built customer segmentation models that improved campaign ROAS by 25% and developed a budget-allocation forecast guiding $50k of quarterly spend.

PythonSQLK MeansPCAXGBoostProphetMarketing AnalyticsForecasting

Business Data Analyst (Part-time)

Launched a dbt and Tableau pipeline that reduced ad-hoc query time from 3 hours to 15 minutes. Devised an A/B testing framework with CUPED variance reduction, lifting token adoption by 7 percentage points.

DBTTableauSQLA B TestingCUPEDData Pipelines

Business Analyst

Performed business analysis duties supporting data-driven decision-making.