Alison De Andrade Carrera
Senior Data Scientist
Pernambuco, Brazil
Summary
👤
Senior🎓
Top SchoolAlison De Andrade Carrera is a Senior Data Scientist with 10 years of experience building and productionizing ML systems across recommendation, online optimization and computer vision domains. She has designed and deployed multi-armed bandits, embedding-based recommenders and anti-piracy unsupervised models at scale using AWS, GCP, Databricks and MLOps tooling like Airflow, Vertex AI and SageMaker. Her background blends academic paper implementations with hands-on engineering—creating high-performance ETL for massive meteorological datasets and real-time CDN behavior detectors. Notably, she has moved research into production across major Brazilian tech teams (iFood, Globo, Climatempo) and built facial recognition and metric-learning solutions for crowded environments. Based in Pernambuco, Brazil, she combines deep learning research instincts with pragmatic pipeline and API delivery to solve hard data problems end-to-end.
10 years of coding experience
6 years of employment as a software developer
Bachelor in Computer Science Deep Learning / Machine Learning / Computer Vision / Image Processing, Bachelor in Computer Science Deep Learning / Machine Learning / Computer Vision / Image Processing at Universidade Federal Rural de Pernambuco
Portuguese, English
Stackoverflow
1reputation
63reached
0answers
1question
Github Skills (15)
algorithm10
simulation10
arm10
rank10
monte-carlo10
reinforcement-learning10
reward10
neural-architecture-search9
algorithms9
pytorch8
neural-network7
deep-learning6
big-o6
pseudocode6
deep-neural-networks4
Programming languages (1)
Github contributions (5)
alison-carrera/mabalgs
Jan 2019 - Sep 2022
:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:
Contributions:27 commits, 6 PRs, 45 pushes in 3 years 7 months
multi-armed-banditmabarmrewardthompson-sampling
alison-carrera/onn
Jun 2019 - Dec 2019
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
Contributions:20 commits, 3 PRs, 34 pushes in 6 months
deep-learningdeep-neural-networksneural-networkneural-architecture-searchpytorch-implementation
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