\vspace{-65pt} %\includegraphics[width=1\linewidth]{wobble-2-mosaic-v2-CV} %\vspace{5pt} %\cvsection{Career Goals} %\begin{itemize} % \item LLMs \& Natural Language Processing % \item Computer vision %\end{itemize} \cvsection{Skills} \definecolor{cerulean}{HTML}{007BA7} \definecolor{vermillion}{HTML}{E34234} \definecolor{viridian}{HTML}{40826D} \definecolor{saffron}{HTML}{F4C430} \colorlet{coreml}{cerulean} \colorlet{genai}{vermillion} \colorlet{deploy}{viridian} \colorlet{infra}{saffron} \colorlet{proficiency}{gray!30!black} % Core Machine Learning \cvskill{Uncertainty Quantification}{4}{coreml} \cvskill{Causal Inference}{3}{coreml} \cvskill{Bayesian Machine Learning}{3}{coreml} \cvskill{Graph Neural Networks}{4}{coreml} \cvskill{Computer Vision}{4}{coreml} \cvskill{ML for Healthcare}{3}{coreml} \cvskill{ML for FinTech}{4}{coreml} \cvskill{Geospatial Analytics}{4}{coreml} % Generative AI \cvskill{LLMs \& RAG Systems}{5}{genai} \cvskill{LangChain Ecosystem}{5}{genai} \cvskill{Vector Databases}{4}{genai} \cvskill{Tool Usage \& Agentic AI}{5}{genai} \cvskill{LangGraph \& State Machines}{4}{genai} \cvskill{Context Engineering}{5}{genai} \cvskill{Hybrid Search \& Metadata Filtering}{5}{genai} \cvskill{DSPy \& Prompt Optimization}{4}{genai} % Deployment and MLOps \cvskill{MLOps \& Production ML}{4}{deploy} \cvskill{MLflow \& Experiment Tracking}{4}{deploy} \cvskill{FastAPI \& API Design}{4}{deploy} \cvskill{CI/CD Pipelines}{4}{deploy} \cvskill{Docker \& Containerization}{4}{deploy} \cvskill{Data Projects Management}{4}{deploy} \cvskill{System Design}{5}{deploy} \cvskill{Technical Leadership}{5}{deploy} % Infrastructure & Cloud \cvskill{Azure Cloud Platform}{3}{infra} \cvskill{Databricks \& Big Data}{4}{infra} % Programming & Development \cvskill{SQL \& Database Design}{4}{infra} \cvskill{Julia}{4}{infra} \cvskill{System Programming (C/C++)}{3}{infra} \cvsection{Proficiency} \cvskill{Portuguese (native speaker)}{5}{proficiency} \cvskill{English}{5}{proficiency} \cvskill{Spanish}{3}{proficiency} \cvsection{Most Proud of} \cvachievement{\faTable}{\href{https://link.springer.com/article/10.1007/s00521-019-04144-6}{Gender Bias in Machine Translation}}{Our 2018 research measured the prevalence of male defaults in Machine Translation tools} \cvachievement{\faHeartbeat}{\href{https://patents.justia.com/inventor/marcelo-de-oliveira-rosa-prates}{VO2 Max for Samsung Galaxy Watch}}{Led the development and global deployment of VO2 max estimation feature, now available to millions of users worldwide} \cvachievement{\faMap}{\href{https://github.com/marceloprates/prettymaps}{Prettymaps}}{ Python library for drawing pretty maps from OpenStreetMap data (1st place on Hacker News, >11.000 stars, ranked among the 2000 most starred repositories on GitHub) } \begin{center} \includegraphics[width=\linewidth]{../img/heerhugowaard-CV} \end{center}