Gustavo Souto
Senior Data Scientist @Td Reply
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WORK HISTORY
Senior Data Scientist @Td Reply
Berlin, DE
Architected a multi-agent agentic system (LangGraph) that autonomously crawls and analyzes companywebsites, extracting structured business intelligence used directly in client-facing deliverables.• Built and productionized a spatial propensity model to score and rank business locations, integrating geospatial features into a production scoring pipeline
EDUCATION
TU Dortmund University
Doctor of Philosophy - PhD, Computer Science
Estácio
Bachelor of Technology (B.Tech.), Networking and Telecommunications
Universidade Federal do Rio Grande do Norte
Master's degree, Computer Engineering
ABOUT GUSTAVO SOUTO
Senior Data Scientist with 9+ years building and shipping production ML systems in telematics, banking, and energy, from exploratory analysis to monitored, versioned deployments. Expertise in time-series forecasting, anomaly detection, and end-to-end MLOps (Docker, MLflow, CI/CD) applied to real-world industrial data at scale. Recently expanded into agentic AI, designing multi-agent systems with LangGraph / LangChain frameworks. Combines strong engineering discipline with the business fluency to turn messy domain problems into reliable data products.
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