Marcio Ferreira Email and Phone Number
With a solid academic background and extensive postdoctoral experience, I work at the intersection of biology and technology. I am a Machine Learning Analyst at Venturus, a technology innovation center, where I focus on Deep Learning, NLP, and Computer Vision. Previously, as a Data Scientist at FIT - Instituto de Tecnologia, I developed solutions in NLP and RAG architecture. In the United States, at Tulane University, I applied neural networks to the world's largest database of images of preserved fish specimens. At EMBL-EBI in the United Kingdom, I explored machine learning and computer vision to analyze fish heartbeats and tail movements. In Brazil, at the National Institute of Amazonian Research (INPA), I built a strong foundation in scientific research, leveraging advanced technologies to study animals in captivity.
Fit - Instituto De Tecnologia
View- Website:
- fit-tecnologia.org.br
- Employees:
- 502
-
Cientista De DadosFit - Instituto De TecnologiaManaus, Am, Br -
Machine Learning AnalystVenturus Nov 2024 - PresentManausApplication of ML algorithms and computer vision to client-provided data -
Data ScientistFit - Instituto De Tecnologia Jul 2024 - Nov 2024ManausNatural Language Processing (NLP), Large Language Modelos (LLMs), RAG (Retrieval-Augmented Generation), AWS Bedrock. My work involved creating, testing, and evaluating the reproducibility and accuracy of AWS Bedrock-based models, ensuring they deliver consistent and precise results across different contexts and queries. -
Research Scholar - Data ScientistTulane University Feb 2024 - Jun 2024New Orleans, Louisiana, United StatesProgramming in Python; Data structures and algorithms; Image analysis; OpenCV; Scikit-learn; Supervised and unsupervised machine learning; Deep Learning; Data mining; TensorFlow; Neural networks; Generative models (LLMs). In this position, I highlight my leadership in developing an innovative application based on variational autoencoders, a type of generative neural network. In this case, I utilized them to transform images, making them suitable for our applications.Showcase: https://github.com/marciosferreira/fins_removal_auto_encoderr -
Research Fellow - Data ScientistEuropean Bioinformatics Institute | Embl-Ebi Feb 2021 - Feb 2024Cambridge, Inglaterra, Reino UnidoProgramming in Python; Unix pipelines; Cloud computing; Data structures and algorithms; Image manipulation; OpenCV; Scikit-learn; Big Data; TensorFlow; Neural networks; Generative models (variational autoencoders); matplotlib; DataFrames (Pandas); Predictive models. In this position, I highlight the leadership of a project to develop Python software capable of analyzing millions of images and detecting the heartbeat of fish embryos using pixel variability.Showcase 1: https://github.com/birneylab/medaka_bpmShowcase 2: https://github.com/marciosferreira/fish_behaviour_detection -
Researcher In BiologyInpa - National Institute For Amazonian Research Jan 2016 - Jan 2021Manaus, Amazonas, BrasilScientific research; Laboratory analysis; Animal behavior; Fish exercise physiology; Handling of captive animals; Sensor installation and physiological data collection; Data manipulation; Data wrangling; Statistical analysis; Supervised and unsupervised machine learning (PCA and clustering); Python programming; TensorFlow; Convolutional neural networks. In this position, I highlight the leadership of a project to develop Python software capable of analyzing fish tailbeat from videos, utilizing recurrent neural networks (RNNs).Showcase 1: https://github.com/marciosferreira/fish_analyzerShowcase 2: https://github.com/marciosferreira/LSTM
Marcio Ferreira Skills
Marcio Ferreira Education Details
-
National Institute For Amazonian Research - BrazilInstituto De Ciência E Tecnologia -
National Institute For Amazonian Research - BrazilInstituto De Ciência E Tecnologia -
Técnico Em Eletrotécnica/Eletrônica
Frequently Asked Questions about Marcio Ferreira
What company does Marcio Ferreira work for?
Marcio Ferreira works for Fit - Instituto De Tecnologia
What is Marcio Ferreira's role at the current company?
Marcio Ferreira's current role is Cientista de dados.
What schools did Marcio Ferreira attend?
Marcio Ferreira attended Estácio, National Institute For Amazonian Research - Brazil, National Institute For Amazonian Research - Brazil, Uniara, Faculdades Integradas De Arararaquara (Faculdades Logatti).
What skills is Marcio Ferreira known for?
Marcio Ferreira has skills like Python, Aquaculture, Inteligencia Artificial, Keras, Redes Neurais, Opencv, Pyqt, Machine Learning, Fisiologia Animal, Algorithms, Deep Learning, Fish Behavior.
Who are Marcio Ferreira's colleagues?
Marcio Ferreira's colleagues are Yann Silveira, Marcelo Zanotto, Maria Noel, Cinthia Cavalheiro Silverio, Daniela Santos, Valmir Ribeiro Da Cunha, Roberto Borghi.
Not the Marcio Ferreira you were looking for?
-
-
Marcio Ferreira
Senior | Project Manager At Amazon Informática | Pmp, Itil Expert, Cobit, Scrum Master (Psm)Federal District, Brazil -
Márcio Ferreira
São Paulo, Sp1gmail.com2 +551194XXXXXXX
-
-
Márcio Ferreira
Pricing Manager | Pricing Psychology | Pricing, Promotion, Geoanalytics, Omnichannel And Business Intelligence Strategies Researcher | Mba Business Management | Master In Competitive Management, RetailSão Paulo, Sp1msn.com
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial