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Years of experience: 4
Portugal🔥 Startup Founder✔️ ITBusiness OwnerSystem ArchitectBackend Developer
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Highly reliable; strong professional involvement.
Joao's Career Path
Jul. 2021 -Apr. 2024
JungleMachine Learning Engineer
Lisboa, Portugal · RemoteAs a key player in a dynamic ML engineering team, I specialized in developing and maintaining web applications, ML pipelines, and MLOps, using tools like Django, Streamlit, Docker, and Kubernetes. My focus on feature engineering significantly improved our machine learning workflows, enhancing efficiency and data processing capabilities. I co-developed an application that streamlined the custo...
Aug. 2019 -Nov. 2020
INEGI driving science & innovationData Scientist
Porto, Portugal · HybridLed the design and deployment of Machine Learning models for predicting electricity generation in wind and solar farms, using ARIMA regression, h2o in R, TensorFlow, and Prophet. My role involved building and maintaining real-time prediction pipelines, significantly boosting the operational efficiency of renewable energy resources. My key focus was on data exploration and cleaning using Pytho...