Luigy Machaca
Machine Learning Engineer at lmdc.uff.br
Niterói, Rio de Janeiro, Peru
Summary
👤
Senior🎓
Top SchoolLuigy Machaca is a machine learning engineer with a decade of experience in building, researching, and deploying ML systems across diverse, data-rich domains. Based in Niterói, Brazil, he combines strong academic foundations—MSc in Computer Science from Universidade Federal Fluminense and a Bachelor's in Computer Science from Universidad Nacional de San Agustín de Arequipa—with hands-on engineering to ship end-to-end ML solutions. He thrives at the research-to-production edge, leading the deployment of large language models (Mistral, Bedrock, Llama2, OpenAI) and multimodal models like LLaVA 1.5 and ChatGPT-Vision to boost personalization and performance at Belcorp. Proficient in Python and C/C++, SQL, and deep learning frameworks (TensorFlow, PyTorch) as well as data science libraries (NumPy, Pandas, Scikit-Learn, SciPy, Keras) and RAPIDS, he brings broad tooling experience from roles in academia and industry. An active contributor to ML and computer vision research, his GitHub bio underscores a focus on machine learning and computer vision. He excels at turning cutting-edge research into production-grade systems and scalable workflows.
11 years of coding experience
6 years of employment as a software developer
Master of Science - MSc, Computer Science, Master of Science, Master of Science - MSc, Computer Science, Master of Science at Universidade Federal FluminenseLicenciado en Ciencia de la Computación, Licenciado en Ciencia de la Computación at Universidad Nacional de San Agustin de Arequipa
English, Spanish, Portuguese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (10)
data-augmentation6
object-detection5
computer-vision5
docker5
nvidia-docker5
cuda5
nvidia4
gpu4
containers2
docker-run2
Programming languages (1)
Github contributions (5)
luigy-mach/darknet
Dec 2017 - Apr 2019
Contributions:1 release, 242 pushes, 5 branches in 1 year 4 months
deep-learningconvolutionalneural-networksneural-networktensorflow
luigy-mach/TrADe
Sep 2022 - Sep 2024
Contributions:12 pushes in 2 years
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