Fábio Rosindo Daher de BarrosData Engineer
Passionate by Technology and personally engaged in 4.0 industry. My focus since 2014 was Machine Learning and Artificial Intelligence. I worked in projects, in some fields, such as: Data Analysis, Data Warehouse, Data indexing for Big Data, Computer Vision, HPC applied to Machine Learning, Image processing, Natural Language Processing and Multilabel Classifiers.
Certifications
B2 Upper Intermediate
B2 Upper Intermediate, B1 Intermediate
10/07/2021
Tech stack
B1 Intermediate
B2 Upper Intermediate
Python (11)
Apache Spark (8)
TensorFlow (8)
Hadoop (5)
Azure IoT Suite (4)
Genetic algorithms (4)
Azure (4)
Azure Machine Learning (4)
Apache Flink (4)
Azure DevOps (4)
RethinkDB (4)
Java (4)
PySpark (4)
Recommendation Systems (4)
Natural Language Processing (NLP) (4)
Deep Learning (4)
Grid Computing (2)
Fortran (2)
C++ (2)
Machine Learning (1)
Microsoft SQL Server (1)
ETL (1)
Scala
R
Experience
Technical LeadAB InBev
06/2020 - Currently

Helping 58 plants to roll out AI tools in daily tasks 24x7. We developed a platform to work collaboratively where practitioners post ideas based on daily tasks. Our Analytics team, integrated with the practitioner, proposes solutions using our low code tool. This approach saved more than $95M monthly. I also led an initiative to optimize the data collection over the sensors across the productive scenario. Those IoT optimizations saved near than $5M monthly by plant.

Python
Azure Machine Learning
Azure DevOps
Azure IoT Suite
Azure
Apache Spark
Apache Flink
RethinkDB
TensorFlow
Genetic algorithms
Data ScientistIBM
01/2017 - 06/2020

2017 - 2018 | Professional Marketplace - A Big Data internal product able to match practitioners to open seats. 2018 - 2019 | Developing NLP flow to improve progress in multi proposal support chatbots (pre-understanding layer) 2019-2020| Development of deep learning models based in image processing focused in agriculture segment.

Python
Java
TensorFlow
Deep Learning
Natural Language Processing (NLP)
Recommendation Systems
Hadoop
Apache Spark
PySpark
Data ScientistOgilvy & Mather
05/2016 - 12/2016

Consumer API development for all social networks. Creation of the Analytics environment and the flow from data entry to dashboard consumption. Data validation and quality mechanisms Production of performance forecast models for campaigns based on history, both in terms of cost and marketing metrics such as CPM, CPV and among others.

Python
Machine Learning
ETL
Hadoop
Microsoft SQL Server
Data ScientistSAP
01/2016 - 05/2016

Developed libraries and POCs related to SAP HANA and SAP Consumer Insights 365.

Java
Python
Machine Learning
ResearcherNational Institute for Space Research
01/2014 - 12/2015

Application of computational modeling research focused on hydrology to forecast ecosystem scenarios through ETA models using NSE-UA Shuffled Complex Evolution optimization Building scripts using GrAds Script, Fortran 70, Python and C++

Fortran
Python
C++
Grid Computing
Education
Postgraduation in Artificial IntelligenceUniversidade de São Paulo
12/2020 - Currently
Master Degree in Artificial IntelligenceUniversidade de São Paulo
01/2018 - 09/2020
Especialization in Big Data and Data ScienceUniversidade de Taubaté
01/2016 - 12/2017
IT - Software DevelopmentFaculdade de Tecnologia do Estado de São Paulo - FATEC-SP
01/2012 - 12/2015