I am a dedicated PhD student in Industrial Engineering at PUC-Rio, with afocus on operations research, decision and risk analysis, andtime series forecasting. My research centers on high-granularity, long-termsimulations of renewable energy generation. I also possess expertise inanomaly detection, as well as robust and integer optimization methods.With extensive experience in data science, I excel at designing end-to-endmachine learning solutions—from data ingestion and processing to modelexecution frameworks. I strongly believe that the true value of machinelearning lies not just in the models themselves but in their seamlessdeployment. By ensuring each step of the deployment process isinterconnected, I aim to create systems that maximize efficiency andimpact.
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Engenheiro De DadosLamps Co Sep 2022 - Nov 2024Rio De Janeiro, BrasilAt LampsCo, I was responsible for deploying various machine learningmodels in a cloud environment, ensuring they were integrated intoproduction-ready software. This experience was invaluable in deepeningmy understanding of the significant differences between developingmachine learning code for research versus real-world implementation.I also led the development of a cloud-based ETL framework on AWS,designed to collect, process, and ingest public data into a privatedatabase for running machine learning and statistical models,ultimately generating valuable insights from the data. -
Visiting Phd StudentAi4Opt - Ai Institute For Advances In Optimization May 2024 - Oct 2024Atlanta, Geórgia, Estados Unidos -
Data Science ResearcherLamps Puc-Rio Dec 2019 - Nov 2022At LAMPS-PUC, I contributed to multiple R&D projects in collaborationwith major companies like PETROBRAS and ENERGISA. My workinvolved developing advanced machine learning and statistical models,alongside creating software applications to ensure these models'practical usability and effectiveness.I emphasize my core researchs in time series analysis, linear and integeroptimization, anomaly detection, and risk analysis. -
EstagiárioLamps Puc-Rio Dec 2019 - Sep 2021
André Ramos Education Details
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Industrial Engineering -
Mechanical Engineering
Frequently Asked Questions about André Ramos
What is André Ramos's role at the current company?
André Ramos's current role is Data Scientist | PhD Candidate | Time Series & Operations Research Expert | Julia, Python, AWS.
What schools did André Ramos attend?
André Ramos attended Pontifícia Universidade Católica Do Rio De Janeiro, Pontifícia Universidade Católica Do Rio De Janeiro.
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Andre Ramos
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André Ramos
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