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Guilherme Santos
Looking for a jobMachine Learning Researcher
Data Scientist at PUCRS - Dell Partnership who delivered predictive models for energy optimization and industrial machinery scheduling.
BrazilMachine Learning Researcher at PUCRS
Experience
Machine Learning Researcher
Delivered 3 applied analytical and AI solutions, including predictive models for energy optimization and classification for industrial scheduling. Developed LLM/RAG solutions for behavioral identification and risk classification, with monitoring via Grafana dashboards.
PythonSQLscikit learnPyTorchProphetLLMRAGGrafanaDockerGitREST APIsData ValidationModel ValidationTime series ForecastingAnomaly Detection
Software Developer
Developed and maintained a production desktop application, including a versioned persistence layer. Extended the compiler and interpreter of a stock-trading strategy platform and delivered user-facing screens in an Agile environment.
C++PythonGitGitlabJiraAgile DevelopmentDesktop ApplicationsCompiler Design PrinciplesPersistence
Software Development & Research Intern
Contributed to 5 software deliveries resulting in 3 internal products. Designed software components and developed Python and Node.js backends with React, JavaScript, HTML, and CSS frontends.
PythonNodeJSReactJavaScriptHTMLCSSSoftware DesignResearch
Education
PUCRS
Master's degree in Computer Science with research focus on Machine Learning, Edge Computing, and distributed stream processing.
PUCRS
Bachelor's degree in Computer Science from PUCRS.