Bruno B.
Machine Learning Engineer & Data Scientist
Bruno is a Machine Learning Engineer & Data Scientist with four years of commercial experience.
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Solid experience in Python, Tensorflow, Pytorch, FastAPI, GCP, Scikit-Learn.
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Joined the industry by working in a startup company where he gained experience in Data Science and Machine Learning by data engineering and building databases.
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He created the first AI Tool in his company by gathering data with the CTO.
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Currently, he works at Mercado Livre as an ML Engineer, engineering the team's data science solutions, creating APIs in Golang, and productizing codes.
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Worked with Google Cloud and AWS platforms.
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Specialized in working with NLP and deep learning models.
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Certified in Big Data and Google Cloud.
Main expertise
- Data Science 4 years
- Machine learning 4 years
- NumPy 4 years
Other skills
- Keras 3 years
- TensorFlow 3 years
- Google Cloud 2 years
Selected experience
Employment
Machine Learning Engineer
Mercado Livre - 1 year 6 months
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Responsible for engineering the team's data science solutions (testing, automated processes, deployment and monitoring)
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Productization of codes developed by data scientists, being responsible for ensuring the correct functioning of the model in a productive environment
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Creation of APIs in Golang to consume the models developed by the team
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Planning the engineering infrastructure of the projects.
Technologies:
- Technologies:
- Data Science
- Golang
Machine learning
Python
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Machine Learning Engineer
Boa Vista - 1 year 3 months
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Responsible for maintenance and improvements in the process of implementing machine learning solutions within the company
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Creating libraries and SDKs to be used by both the data science team and the data engineering team
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Worked in improving the use of tools, primarily using the solutions provided by the Google Cloud Platform for scaling projects involving machine learning models and large-scale data usage
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Helping develop, deploy, and maintain these models in production.
Technologies:
- Technologies:
Apache Airflow
Google Cloud
Machine learning
Python
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Data Scientist
Senno Treinamento e Consultoria - 2 years 1 month
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Hired as the company's first Data Scientist, responsible for structuring data science solutions and starting activities involving the area within the company, aligning project expectations with customers and technical validation of solutions
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As the only data professional on the team, was responsible for developing the entire pipeline of solutions, from ideation, data collection, exploratory analysis, database structuring, modeling, deployment, monitoring, and model consumption
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Responsible for structuring data science solutions and starting activities involving the area within the company
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Development of projects focused on natural language processing, working with problems of multi-label classification, extraction, transformation, and exploratory analysis of data, named entity recognition, requirements gathering, and ideation of solutions
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Development and research in Computer Vision projects using object detection, pose detection, template matching, and segmentation of regions of interest.
Technologies:
- Technologies:
- Data Science
Machine learning
Python
Scikit-learn
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Education
MSc.Computer Vision
UNESP - Universidade Estadual Paulista · 2020 - 2023
BSc.Computer Science
UNESP - Universidade Estadual Paulista · 2016 - 2019
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