Fernando Bugni
Technical Team Leader at Grupo QuintoAndar
Buenos Aires, Autonomous City of Buenos Aires, Argentina
Summary
👤
Senior🎓
Top SchoolFernando Bugni is a Technical Team Leader and software engineer with 11+ years building scalable backend systems, ML-driven recommender engines, and real-time analytics for products serving tens of millions of users. He leads cross-functional teams of data scientists and engineers to deliver production recommendation systems (including neural collaborative-filtering with fast.ai/PyTorch) and instrumentation that directly improves business KPIs like traffic and leads. His background blends a Master’s in Computer Science with hands-on experience in distributed systems (Kafka, Cassandra), Kubernetes-based deployments, and experimentation platforms such as multi-armed bandits. Fernando is as comfortable refactoring legacy services for cloud-native operation as he is designing offline metrics to validate model coverage and novelty—a practice that gives product teams measurable confidence in ML rollouts. Based in Buenos Aires, he pairs strong communication and teaching experience with a persistent curiosity for new technologies and practical research-driven solutions. Outside work he consumes diverse scientific and technical media, which informs his pragmatic, data-informed leadership style.
11 years of coding experience
9 years of employment as a software developer
Electronics technician, Electronics technician at Instituto Don OrioneMaster’s Degree Computer Science, Master’s Degree Computer Science at University of Buenos Aires
Spanish, English
Github Skills (49)
python10
scheduler10
apache9
data-science9
data-engineering9
monitor9
machine-learning9
workflow-engine9
automation9
mlops9
etl9
orchestration9
data-integration8
data-pipelines8
dag8
Programming languages (3)
Github contributions (5)
fernandobugni/flask-stats
Mar 2019 - Feb 2020
Flask-stats is a simple plugin that allows you to have important information and statistics for the endpoints that you have
Contributions:12 commits, 2 pushes in 11 months
statisticspythonflaskendpointsstats
Gaturron/datasets
Sep 2018 - Mar 2019
Contributions:22 pushes, 1 branch in 6 months
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