Andressa Oliveira
Software Developer at IMDS
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolAndressa Oliveira is a software developer with 10 years of experience blending applied machine learning research and full-stack/desktop engineering. With an M.Sc. in Computer Engineering from Polytechnique Montréal, she has fine-tuned and deployed computer vision and LLM models (ONNX, Hugging Face, QLoRA) while optimizing hyperparameters with Optuna for production use. Her hands-on work spans C++/MFC and C#/.NET desktop apps, TWAIN scanner integration, and React/Node.js/MongoDB web platforms, reflecting strong cross-stack fluency. She has driven research-industry collaborations—most notably a Llama 2-based bug-severity predictor with Ciena—and routinely adapts models to constrained HPC and GPU environments. Known for clean, test-driven code and clear technical documentation, she excels at closing the gap between research prototypes and robust production systems.
10 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Engineering, Master's degree, Computer Engineering at Polytechnique MontréalFederal University of Rio Grande do Norte
English, French, Portuguese
Github Skills (12)
generalization3
javascript3
representation-learning3
golang3
react3
nodejs3
data-science2
database2
science2
machine-learning2
deep-learning2
python2
Programming languages (4)
Github contributions (5)
AndressaStefany/evolving_systems
Jul 2020 - Jan 2022
Contributions:1 release, 76 commits, 2 PRs in 1 year 6 months
AndressaStefany/project
Jun 2018 - Dec 2020
Contributions:62 commits, 38 pushes, 1 branch in 2 years 6 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.