My Experience
Work Experience
- Software Engineer - SURROUND Australia
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- Extracting and building RDF graphs from pdf documents
- Development and implementation a model for specific information extraction from documents
- Deploying ML models as serverless APIs on Google Cloud
- Maintaining and extending open-source applications based on the RDFlib package, such as pyLODe and VocPrez
- Machine Learning Engineer - BBVA
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Design and development of new intelligence features to improve the bank’s customer support platform.
- Collection, analysis and interpretation of large data of clients’ messages
- Development and implementation a model for predicting when a conversation can be automatically closed
- Development and implementation a model for classifying the conversation based on the product the customer is talking about
- Development and implementation a model for extracting information from clients’ conversations
- Design of the microservices architecture of our services
- Deployment of models as REST API
- Machine Learning Engineer - Cognicor Technologies
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Developing a chatbot for financial, health and IT sectors.
- Implementation of models for Text Classification and Named-Entity Recognition
- Design and development of Data Labeling Tool
- Autoencoders for denoising scanned documents
- Implementation of Continuous Integration (CI) pipeline with Jenkins
- Machine Learning Researcher
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Building of a model (RNN) that is capable to compose multi-instrument songs using Theano and Keras.
- Python Developer in the RDI department - Altran
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Thermodynamic Simulations developed in Python of anti-ice system for commercial airplanes (Airbus).
Education
- Master of Data Science - University of Sydney
- Bachelor in Aerospace Engineering
Training
- Applied Machine Learning - Columbia Engineering University
- CI/CD Pipelines - Linux Academy
- Reinforcement Learning - Udacity
- DevOps Course - Linux Academy
- PyTorch Scholarship from Facebook - Udacity
- Self-Driving Cars and Artificial Intelligence - Udacity
Teaching
- Algebra, calculus and geometry teacher - KeepCoding