Layane A.

Data Scientist

Data Scientist
6/1/2022 - 1/1/2023

Contributed to the research and development of a support system for equipment assembly lines using advanced image processing techniques. Utilized agile development methodologies and maintained organized project management throughout the application development lifecycle. Collaborated directly with major industry partners to ensure alignment with their technical and operational requirements.

Machine Learning Analyst
8/1/2023 - Present

Led the research and development of an advanced application designed for remote data processing with low latency in Fog Computing environments, optimized using Reinforcement Learning techniques. Applied agile development methodologies for efficient project management and organization throughout the application development lifecycle. Collaborated extensively with academic institutions to integrate cutting-edge research findings and methodologies into the project. Developed expertise in Reinforcement Learning, Fog Computing architectures, and low latency data processing.

Data Scientist
3/1/2021 - 6/1/2022

Developed a recommendation system for smartphones focused on demographic analysis and emotion recognition, enhancing personalized user experiences. Conducted extensive research and development of Evolutionary Algorithms to optimize deep neural networks, improving computational efficiency and accuracy in machine learning models. Utilized agile development methodologies and project organization techniques to streamline application development processes. Facilitated direct collaboration with leading technology manufacturer, ensuring alignment and integration with advanced hardware and software solutions.

Data Scientist
10/1/2018 - 2/1/2020

Developed a computational tool to define adaptive, individualized parameters for critical measurement of electric energy consumption using historical data. Implemented the application for an electric distribution organization. Utilized agile development methodologies for project organization, collaborating directly with the project manager and the organization's developers. Key technical skills include proficiency in data analysis, algorithm development, and energy consumption modeling, with extensive experience in agile frameworks and collaborative team environments.

Science and Technology at Federal University of Maranhão
2015 - 2018

Electronics at Federal Institute of Education, Science and Technology of Maranhão
2012 - 2014

Computer Engineering at Federal University of Maranhão
2019 - 2020