Yan Barros Email and Phone Number
I am a Data Scientist specializing in innovative solutions in artificial intelligence, with expertise in Physics AI, Computer Vision, and AI Agents. My multidisciplinary approach enables the creation of synergies between these technologies, delivering tailored solutions across various industries.Currently, I am the Head of Engineering and Data Strategy at Stardust Zone, where I developed a web application powered by a local Language Model (LLM) server. This platform supports neurodivergent learners, fostering an inclusive and adaptive educational environment.My professional journey includes impactful roles such as:Bigtrade S.A.: Developed computer vision models for satellite image analysis and processing.Grupo Interjato: Spearheaded data collection and analysis, building automated pipelines, predictive models, and interactive dashboards to simplify complex datasets.I am passionate about Physics-Informed Neural Networks (PINNs), having developed a model to calculate the luminosity of stars with a 60% performance gain over standard theoretical equations. My work extends to optimizing over 1TB of public astrophysics and climatology data in PostgreSQL and AWS, leveraging cloud computing and bucket storage for efficiency.With extensive experience in machine learning, I have applied optimization algorithms to solve physical equations across domains such as agribusiness and audio platforms. My technical skills encompass software development, API integration, natural language processing (NLP), and building AI Agents. My contributions have earned recommendations from distinguished academics, including Prof. David Mendes, Prof. José Dias de Nascimento, and Prof. Francisco Alexandre.Beyond my professional work, I actively contribute to my community through volunteer projects such as teaching English in underserved areas and sharing scientific knowledge on social media. My research interests span Climatology, STEM, Artificial Intelligence, Astrophysics, and Neurodiversity.With a foundation in Physics and a passion for cutting-edge technology, I am dedicated to solving complex problems and driving meaningful innovation through system integration and advanced technological solutions.Explore my portfolio on https://www.github.com/barrosyanLet’s connect and collaborate on transformative projects!
Elm - Enterprise Learning Machines
View- Website:
- enterpriselm.github.io/home
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Cto And Co FundadorElm - Enterprise Learning MachinesSão Paulo, Sp, Br
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Head Of Data Science And EngineeringStardust Zone Apr 2024 - PresentI developed a web application that integrates a local Language Model (LLM) server that I created myself. The aim of the application is to provide personalized support for the study of neurodivergent individuals, facilitating learning and promoting a more inclusive educational experience. Through adaptive interactions, the application offers resources that meet the specific needs of each user, contributing to a more accessible and effective learning environment. -
Cto & Co-FounderElm - Enterprise Learning Machines Oct 2024 - PresentBolonha, Emília-Romanha, ItáliaI founded a company based in Bologna and São Paulo, developing three main products: one focused on Physics AI, another in Computer Vision, and a third in AI Agents. Each product was designed to operate both individually and in an integrated manner. This multifaceted approach not only expanded our portfolio but also enhanced synergies between the technologies, enabling innovative and customized solutions for our clients across various sectors.
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Senior Data ScientistBigtrade S.A. Jun 2024 - Nov 2024Belo Horizonte, Minas Gerais, BrasilI worked on the development of computer vision models focused on the processing and analysis of satellite images. I created an end-to-end model that uses Fast Fourier Transform (FFT) to analyze signals and estimate the number of rows and the distance between them from satellite images. This approach not only improved the accuracy of spatial analyses but also contributed to the optimization of processes in applications such as agricultural monitoring and land use planning. -
Data ScientistGrupo Interjato Mar 2023 - Apr 2024Engagement as a Data Scientist at an Agribusiness-focused Startup within the Interjato Group ecosystem.Key tasks and responsibilities:- Search, collection, and processing of structured and unstructured data to build the company's Data Pipeline in an automated manner.- Development of mechanisms for automatic data curation, exploratory analysis, and hypothesis testing for climate and Agro market data.- Creation of predictive models for time series using seasonal analysis and Autoregressive models.- Generation of image processing models for pest detection and rainfall prediction.- Integration with the frontend through API development for model consumption.- Creation of interactive dashboards for a better understanding of complex data and its relationships. -
Data EngineerInovall Sep 2022 - Feb 2023Natal, Rio Grande Do Norte, BrasilImproved operational efficiency through process changes as a Commercial Operations Analyst, utilizing Python for web scraping and automation. Utilized machine learning, statistics, and big data analysis to deliver data-driven recommendations. Streamlined data management by integrating SQL Server database and Python. Collaborated cross-functionally to meet deadlines and maintain high-quality deliverables.
Yan Barros Skills
Yan Barros Education Details
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Physics -
Chemical Engineer -
UdemyData Science
Frequently Asked Questions about Yan Barros
What company does Yan Barros work for?
Yan Barros works for Elm - Enterprise Learning Machines
What is Yan Barros's role at the current company?
Yan Barros's current role is CTO and Co Fundador.
What schools did Yan Barros attend?
Yan Barros attended Universidade De Franca, Universidade Federal Do Rio Grande Do Norte, Udemy.
What skills is Yan Barros known for?
Yan Barros has skills like Proatividade, Processamento De Linguagem Natural, Pandas, Scikit Learn, Redes Neurais Artificiais, Web Scraping, Climatologia, Microsoft Powerpoint, Banco De Dados, Keras, Tensorflow, Microsoft Sql Server.
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Yan Barros
Graduando Em Psicologia | Psicologia Organizacional E Do Trabalho | Recrutamento E Seleção | Psicologia Do EsporteSão Luís, Ma -
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