Sebastian Gonzalez
Machine Learning Engineering Lead at Loka
Paraguay
Summary
👤
Senior🎓
Top SchoolSebastian Gonzalez is a Machine Learning Engineering Lead with 10 years of experience building data-driven products across credit risk, sales forecasting, NLP, recommender systems and information retrieval. He combines hands-on model development in Python, PyTorch and Fastai with MLOps tooling such as Airflow, FastAPI and Streamlit to move prototypes into production. At Experian-related AIS products he turned notebooks into deployable packages, automated client-facing documentation, and built analytics for mortgage payoff, inclusion and loan-loss analysis—demonstrating a blend of engineering pragmatism and domain-savvy ML. Based in Paraguay, he has led data teams and government big-data initiatives while also delivering ML consulting and POCs for startups. A self-taught deep learning practitioner, he pairs curiosity about new techniques with a track record of shipping practical, impact-focused solutions.
10 years of coding experience
7 years of employment as a software developer
Grado en Ingeniería Ingeniería informática, Grado en Ingeniería Ingeniería informática at Universidad Nacional de Asuncion
Spanish, English, German, Italian
Github Skills (200)
nlp10
matrix-factorization10
redmine10
python10
generative10
multimodal10
machine-learning10
natural-language-processing10
pytorch10
deep-learning10
recommender10
integrate10
graphene10
lightfm10
similarity10
Programming languages (14)
Github contributions (5)
sgaseretto/lightdlf
Jul 2019 - Dec 2019
Simple framework de Deep Learning en numpy
Contributions:69 commits, 18 pushes, 3 branches in 5 months
pythonsimple-frameworkdeep-learningnumpymachine-learning
sgaseretto/hybrec
Dec 2019 - Jan 2021
Library to build and test Hybrid Recommender Systems
Contributions:22 pushes, 1 branch in 1 year 1 month
hybrid-recommenderpythonrecommendermachine-learningrecommender-systems
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