Victor Garritano
Senior Data Scientist
Rio de Janeiro, Brazil
Summary
👤
Senior🎓
Top SchoolVictor Garritano is a Senior Data Scientist based in Rio de Janeiro with 11 years of experience building production-grade ML and LLM systems for HRTech and social analytics. He holds an MS in Engineering and Computer Science from UFRJ and has led end-to-end delivery of platforms that moved models from research to Kubernetes-deployed production, including RAG pipelines with pgvector and multi-provider LLM strategies. At Gupy he designed multi-agent orchestration, autonomous Text2SQL agents and observability for agents using MLflow and Datadog, enabling non-technical HR users to query analytics without SQL. His background includes building large-scale misinformation detection and NER systems for social media, and pragmatic MLOps leadership mentoring teams and negotiating platform integrations. Victor combines research-grade rigor with hands-on software engineering—often implementing custom orchestration and resilience patterns (Circuit Breaker, containerized EKS deployments) to ensure robust AI services. He is particularly skilled at translating ambiguous business problems into scalable data products that measurably reduce churn and operational friction.
11 years of coding experience
6 years of employment as a software developer
Master of Science - MS, Engineering and Computer Science, Master of Science - MS, Engineering and Computer Science at UFRJ - Universidade Federal do Rio de Janeiro
English, Portuguese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (16)
ai7
data-science7
natural-language-processing7
machine-learning7
nlp7
kotlin5
deep-learning5
artificial-intelligence5
freelance4
resume4
data-visualization3
git3
analytics2
visualization2
pytorch1
Programming languages (4)
Github contributions (5)
VictorGarritano/personal_blog
Mar 2020 - May 2021
Contributions:2 PRs, 61 pushes, 7 branches in 1 year 1 month
VictorGarritano/SNLI-revisited
Mar 2017 - Feb 2020
Contributions:3 pushes, 1 comment, 2 issues in 2 years 11 months
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