Anderson Carlos
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Anderson Carlos Email & Phone Number

Location: Goiânia, Goiás, Brazil 7 work roles 1 school
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Role
Machine Learning Engineer
Location
Goiânia, Goiás, Brazil

Who is Anderson Carlos? Overview

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Anderson Carlos is listed as Machine Learning Engineer at Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia, based in Goiânia, Goiás, Brazil. AeroLeads shows a matched LinkedIn profile for Anderson Carlos.

Anderson Carlos previously worked as Machine Learning Engineer at Centro De Excelência Em Ia (Ceia) & Centro De Competência Embrapii Em Tecnologias Imersivas (Akcit) and Computer Vision Researcher at Unifesp - Universidade Federal De São Paulo. Anderson Carlos holds Bacharelado Em Engenharia, Mecatrônica, Robótica E Engenharia De Controle E Automação from Instituto Federal De Goiás (Ifg) - Câmpus Goiânia.

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Email format at Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia

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Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia

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Profile bio

About Anderson Carlos

With a background in mechatronics engineering from the Federal Institute, I have already structured an entire data area independently within a company. In addition, I have worked on several machine learning projects. Nowadays, I focus more on deep learning, mainly: foundation models (for NLP and computer vision), multimodal models, gflownet, fine tuning, computer vision models (generative, segmentation, classification, etc.) and whatever state-of-the-art techniques and models exist. I like to work on innovative projects and/or projects with a real impact on people's lives.My skills are anchored in strong analytical and strategic skills, always prioritizing an in-depth understanding of problems before proposing solutions, also following the CRISP-DM methodology. In the technical field, I am versed in Python, SQL, pandas, pytorch, keras, matplotlib and machine learning with Scikit-Learn, as well as in time series, model explainability (gradcam and LIME), autokeras (AutoML), fairness and statistical analysis. I am currently focusing my studies on improving my knowledge of GCP and advanced deep learning techniques, especially for computer vision and natural language processing.For me, existence is about generating data. Understanding and working with this data is synonymous with understanding why things happen and, therefore, finding answers. This is the reason for my passion for data science.

Current workplace

Anderson Carlos's current company

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Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia
Centro De Excelência Em Ia (Ceia) & Centro De Competência Embrapii Em Tecnologia
Machine Learning Engineer
State of Goiás, Brazil
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7 roles

Anderson Carlos work experience

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Machine Learning Engineer

Current

The Center of Excellence in Artificial Intelligence (CEIA) is one of the largest AI research and development institutes in Brazil, developing projects for client companies such as Globo, the largest television broadcaster in Latin America.Project: Development of a fast and low-cost system for upscaling soap operas and series, for video materials used in.

Jun 2024 - Present

Computer Vision Researcher

Current

Aims to develop methods and tools to detect, mitigate, or remove bias to improve the safety of machine learning models deployed in the healthcare sector, particularly in image processing. Voluntary workResponsibilities:- Inference, modify, train e fine tuning state of the art models;- State of art research;- Paper writing;- Paper approved in a ECCV workshop;

Aug 2023 - Present

Nlp Researcher

Current

Paraná, Brasil

We launched the first Brazilian medical LLM, to the best of my knowledge. Working as a voluntary researcherResponsibilities:- Inference, modify, train e fine tuning state of the art models;- State of art research;- Paper writing

Jan 2024 - Present

Computer Vision Researcher

Current

Dectra.ai is a Brazilian startup focused on using drones with artificial intelligence to identify anomalies in solar panels.Project: Develop the computer vision models for segmentation, object detection and classification.Impact: Improved segmentation models by over 60% and set the path for using multiple models in the companyResponsibilities:Inference.

Nov 2023 - Present

Cientista De Dados

São Paulo, Brasil

Atuo desenvolvendo soluções em processamento de linguagem natural (nlp) e RAG de LLMs para aprimorar a experiência de startups clientes aceleradas durante o processo de aceleração

Sep 2023 - Apr 2024

Data Scientist

Goiás, Brasil

IEL is a medium-sized B2B company with products aimed at consulting companies in different areas.Responsibilities:- Structured the data area- Autonomous work- Identifying problems, designing and implementing data-driven solutions- Rapid learning and application- Company first Data Scientist - Developed a Data Warehouse to centralize various sources of.

Feb 2022 - Oct 2023
1 education record

Anderson Carlos education

FAQ

Frequently asked questions about Anderson Carlos

Quick answers generated from the profile data available on this page.

What company does Anderson Carlos work for?

Anderson Carlos works for Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia.

What is Anderson Carlos's role at Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia?

Anderson Carlos is listed as Machine Learning Engineer at Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia.

Where is Anderson Carlos based?

Anderson Carlos is based in Goiânia, Goiás, Brazil while working with Centro de Excelência em IA (CEIA) & Centro de Competência EMBRAPII em Tecnologia.

What companies has Anderson Carlos worked for?

Anderson Carlos has worked for Centro De Excelência Em Ia (Ceia) & Centro De Competência Embrapii Em Tecnologia, Centro De Excelência Em Ia (Ceia) & Centro De Competência Embrapii Em Tecnologias Imersivas (Akcit), Unifesp - Universidade Federal De São Paulo, Hailab-Pucpr - Health Artificial Intelligence Lab, and Dectra.

How can I contact Anderson Carlos?

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What schools did Anderson Carlos attend?

Anderson Carlos holds Bacharelado Em Engenharia, Mecatrônica, Robótica E Engenharia De Controle E Automação from Instituto Federal De Goiás (Ifg) - Câmpus Goiânia.

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