André Ramos

André Ramos Email and Phone Number

Data Scientist | PhD Candidate | Time Series & Operations Research Expert | Julia, Python, AWS
André Ramos's Location
São Luís, Maranhão, Brazil, Brazil
About André Ramos

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.

André Ramos's Current Company Details

Data Scientist | PhD Candidate | Time Series & Operations Research Expert | Julia, Python, AWS
André Ramos Work Experience Details
  • Lamps Co
    Engenheiro De Dados
    Lamps Co Sep 2022 - Nov 2024
    Rio De Janeiro, Brasil
    At 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.
  • Ai4Opt - Ai Institute For Advances In Optimization
    Visiting Phd Student
    Ai4Opt - Ai Institute For Advances In Optimization May 2024 - Oct 2024
    Atlanta, Geórgia, Estados Unidos
  • Lamps Puc-Rio
    Data Science Researcher
    Lamps Puc-Rio Dec 2019 - Nov 2022
    At 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.
  • Lamps Puc-Rio
    Estagiário
    Lamps Puc-Rio Dec 2019 - Sep 2021

André Ramos Education Details

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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