Marco Dantas
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Marco Dantas Email & Phone Number

ML/Data Engineer at Bosch Portugal | Distributed Systems at Bosch Portugal
Location: Ponte Do Lima, Viana Do Castelo, Portugal 4 work roles 2 schools
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Role
ML/Data Engineer at Bosch Portugal | Distributed Systems
Location
Ponte Do Lima, Viana Do Castelo, Portugal
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Who is Marco Dantas? Overview

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Marco Dantas is listed as ML/Data Engineer at Bosch Portugal | Distributed Systems at Bosch Portugal, a company with 515 employees, based in Ponte Do Lima, Viana Do Castelo, Portugal. AeroLeads shows a matched LinkedIn profile for Marco Dantas.

Marco Dantas previously worked as Software Engineer, ML at Bosch Portugal and AI Data Engineer at Bosch Portugal. Marco Dantas holds Master Of Science (Msc), Software Engineering from Universidade Do Minho.

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Bosch Portugal

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Profile bio

About Marco Dantas

As a software engineer my enthusiasm for distributed systems and big data empowers me to tackle the challenges of designing and implementing scalable, reliable and efficient software systems. Recently, I am focused in providing the data infrastructure, pipelines, and tools necessary to enable the development of AI solutions.

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Bosch Portugal
Bosch Portugal
ML/Data Engineer at Bosch Portugal | Distributed Systems
lisbon, lisbon, portugal
Website
Employees
515
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4 roles

Marco Dantas work experience

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Software Engineer, Ml

Current

Braga, Portugal

As a Machine Learning Engineer I conducted in-depth research on generative AI for 3D content, guiding project direction in this emerging field.I'm currently developing a data augmentation pipeline to create synthetic data with the goal of improving the reliability of perception models in Autonomous Driving (AD). This pipeline leverages DL models to create.

Jan 2024 - Present

Ai Data Engineer

Braga, Portugal

  • As an AI Data Engineer at Bosch, I have had the opportunity to work on topics related to autonomous driving, mainly contributing to many challenging data-driven tasks that support the development of Artifical.
  • Developed Python scripts to validate and transform several terabytes of vehicle sensor data (e.g., RGB, LiDAR), targetedfor DL model development.
  • Designed and implemented an Apache Airflow pipeline to automate data processing workflows.
  • Created a Python pipeline to process, store and display DL model metrics on Apache Superset and Voxel Fiftyone.
  • Improved a C++ sensor data streaming tool stability by addressing memory leaks and concurrency issues.
Mar 2022 - Feb 2024

Research Assistant

Braga, Portugal

  • As an assistant researcher on the PAStor project, I designed and implemented a non-intrusive middleware for Deep Learning services on High-Performance Computing infrastructures. This system deploys storage tiering to.
  • Published 2 papers on accelerating DL training, in collaboration with the BigHPC and PAStor projects and the TACC.
  • Collaborated with other HPC/AI researchers, by integrating a C++ middleware with Pytorch, through pybind11.
Oct 2020 - Dec 2021

Full Stack Developer

Braga, Portugal

I have collaborated towards improving a GCP based IoT solution for fleet management atlarge scale. My work was primarily focused on building data pipelines to achieve scalable and distributed processing of the fleet's generated data. Furthermore, I worked with many Google Cloud Platform technologies.

Oct 2020 - Feb 2021
Team & coworkers

Colleagues at Bosch Portugal

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2 education records

Marco Dantas education

Master Of Science (Msc), Software Engineering

I specialized in Distributed Systems and Data Science. My thesis focused on building a Storage System optimized for Deep Learning (20/20).

FAQ

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What company does Marco Dantas work for?

Marco Dantas works for Bosch Portugal.

What is Marco Dantas's role at Bosch Portugal?

Marco Dantas is listed as ML/Data Engineer at Bosch Portugal | Distributed Systems at Bosch Portugal.

Where is Marco Dantas based?

Marco Dantas is based in Ponte Do Lima, Viana Do Castelo, Portugal while working with Bosch Portugal.

What companies has Marco Dantas worked for?

Marco Dantas has worked for Bosch Portugal, Inesc Technology And Science - Associate Laboratory, and Accenture Portugal, Escola De Engenharia Da Universidade Do Minho.

Who are Marco Dantas's colleagues at Bosch Portugal?

Marco Dantas's colleagues at Bosch Portugal include Joana Balsas, Marcos Silva, Joana Silva, Joana Cid Machado, and Kleverson Alves Da Silva.

How can I contact Marco Dantas?

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What schools did Marco Dantas attend?

Marco Dantas holds Master Of Science (Msc), Software Engineering from Universidade Do Minho.

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