Diego S.

Diego S. Email and Phone Number

Artificial Intelligence Researcher @ 6Bios Tecnologias Ambientais
João Pessoa, PB, BR
Diego S.'s Location
João Pessoa, Paraíba, Brazil, Brazil
About Diego S.

Machine Learning Engineer and Ph.D. candidate in Computer Engineering. I have experience with ML/AI, Natural Language Processing, and Computer Vision in several domains, Remote sensing, distributed systems, and other stuff.Quick rundown:- Exhaustive experience in Natural Language Processing and Machine Learning in several domains - Data Science (Pandas, Numpy, Scikit-Learn, Matplotlib, Seaborn), Deep Learning and Artificial Intelligence (Keras, PyTorch, Fairseq) - NLP (NLTK, Transformers, Longchain, LLaMA and other LLMs) - MLOps (MLflow, DVC) - LLMs (RAG, Fine-tuning and Prompt Engineering)- Experient with remote sensing, land cover change, and satellite image processing using AI and statistical methods - Remote sensing (GDAL, Rasterio, GeoPandas, GEE) - Satellite (Sentinel, Landsat, MODIS, Planet)- Proficient at using and managing Unix-like systems: - Comfortable with common CLI tools, shell syntax/scripts/commands, SSH, rsync/scp and so on - Have some experience managing production servers (deploying updates, configuring reverse proxies, load balancers, databases, firewalls, etc)- Experient with best practices (proficient in version control with git, configuring and using static and dynamic code analysis tools, continuous integration, automated testing, etc)- Back-end development: - Back-end: Python (FastAPI and Flask), Node (Express) - Relational (SQlite and PostgreSQL) and non-relational databases (MongoDB, Redis), and ORMs (SQLAlchemy and Mongoose)- Container, virtualization and orchestration technologies (Docker, Kubernetes)- Microservice and distributed architectures, message brokers and queues (Redis, RabbitMQ)Contact me at any time!

Diego S.'s Current Company Details
6Bios Tecnologias Ambientais

6Bios Tecnologias Ambientais

View
Artificial Intelligence Researcher
João Pessoa, PB, BR
Website:
6bios.com
Employees:
4
Diego S. Work Experience Details
  • 6Bios Tecnologias Ambientais
    Artificial Intelligence Researcher
    6Bios Tecnologias Ambientais
    João Pessoa, Pb, Br
  • Lavid - Laboratório De Aplicações De Vídeo Digital
    Artificial Intelligence Architect
    Lavid - Laboratório De Aplicações De Vídeo Digital Jul 2022 - Present
    - Technical leadership in the planning and development of automatic translation models for Brazilian Sign Language (Libras), integrated into the VLibras Suite, a tool widely used on government websites in Brazil;- Research and implementation of state-of-the-art deep learning models, based on academic papers, to continuously enhance the solutions provided;- Development and maintenance of Libras translation tools, focused on digital accessibility and inclusion, enabling greater online… Show more - Technical leadership in the planning and development of automatic translation models for Brazilian Sign Language (Libras), integrated into the VLibras Suite, a tool widely used on government websites in Brazil;- Research and implementation of state-of-the-art deep learning models, based on academic papers, to continuously enhance the solutions provided;- Development and maintenance of Libras translation tools, focused on digital accessibility and inclusion, enabling greater online autonomy for deaf and hard-of-hearing individuals;- Collaboration on interdisciplinary AI projects, with an emphasis on creating cutting-edge solutions that combine automatic translation technology and social inclusion. Show less
  • Wisecare
    Machine Learning Engineer
    Wisecare Jan 2022 - Present
    - Responsible for developing accessibility tools for video-on-demand (VOD) and video conferencing.- I developed and optimized services for liveness detection, audio transcription, and sentence compression.- I worked on developing and fine-tuning of natural language processing models;- I worked with microservices using messaging for asynchronous communication;- Deploy of models.
  • Lavid - Laboratório De Aplicações De Vídeo Digital
    Machine Learning Engineer
    Lavid - Laboratório De Aplicações De Vídeo Digital Feb 2021 - Nov 2021
    João Pessoa, Paraíba, Brasil
    - Researching and developing machine learning solutions with a focus on Computer Vision and NLP- Developing models for automatic translation from Brazilian Sign Language (Libras) to Portuguese- Monitor, retrain, and serve different models
  • Lavid - Laboratório De Aplicações De Vídeo Digital
    Machine Learning Engineer
    Lavid - Laboratório De Aplicações De Vídeo Digital Sep 2019 - Dec 2020
    João Pessoa
    - Design and conception of a Brazilian sign language (LIBRAS) data set;- Development of preprocessing strategies, data clean and data augmentation; - Implementation of Deep Learning models to automatic translation of LIBRAS.
  • Ubiquitous And Mobile Applications Lab (Lumo)
    Intern Software Engineer
    Ubiquitous And Mobile Applications Lab (Lumo) Jan 2018 - Jun 2018
    João Pessoa Area, Brazil
    - Development in Javascript and Python- API specification and development- Database Project.

Diego S. Education Details

Frequently Asked Questions about Diego S.

What company does Diego S. work for?

Diego S. works for 6bios Tecnologias Ambientais

What is Diego S.'s role at the current company?

Diego S.'s current role is Artificial Intelligence Researcher.

What schools did Diego S. attend?

Diego S. attended Universidade Federal Do Rio Grande Do Norte, Federal University Of Paraíba, Federal University Of Paraíba.

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