Hernán Ordiales

Data Engineer

Buenos Aires, Autonomous City of Buenos Aires, Argentina
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Summary

👤
Senior
🎓
Top School
Hernán Ordiales is a data engineer and full‑stack IT professional based in Buenos Aires with over a decade of focused experience delivering cloud-native data platforms, AI-driven architectures and production ML pipelines. He blends hands-on implementation (Python, PySpark, NoSQL, GCP/Vertex AI, AWS Glue/SageMaker) with system design and SRE practices from roles leading cloud infrastructure and engineering teams across fintech, healthcare and public sector projects. As a university instructor and thesis mentor he translates applied research—such as ML algorithms for property price prediction—into teachable, production-ready solutions. His career began in DSP, embedded systems and audio research (Google Summer of Code/CLAM), giving him uncommon depth in signal processing and real-time systems that complements his modern MLOps work. Colleagues describe him as a pragmatic architect who moves quickly from prototypes to scalable pipelines while championing open-source and free‑software principles.
code11 years of coding experience
job18 years of employment as a software developer
bookMaster Information Technology, Master Information Technology at Universidad de Palermo
bookElectronics and Communications Engineering, Electronics and Communications Engineering at University of Buenos Aires
languagesEnglish, Spanish
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Github Skills (32)

music-information-retrieval10
computer-music10
live-coding10
api-rest9
speech-to-text9
api9
raspberry9
audio9
music9
collections9
python8
machine-learning8
big-data8
speech8
cluster-computing7

Programming languages (4)

C++JavaScriptJupyter NotebookPython

Github contributions (5)

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sonidosmutantes/apicultor

Jun 2016 - Feb 2019

API.Cultor: Another BigData approach to sound collections
Contributions:432 commits, 9 PRs, 333 pushes in 2 years 8 months
apibigdatapythonartapproach
Contributions:1 release, 80 commits, 70 pushes in 6 months
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Hernán Ordiales - Data Engineer