My Experience

Work Experience

Software Engineer - SURROUND Australia
  • 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

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

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

Building of a model (RNN) that is capable to compose multi-instrument songs using Theano and Keras.

Python Developer in the RDI department - Altran

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

Computing Skills

Programming Python Matlab-Simulink C++ Javascript
Machine Learning TensorFlow PyTorch Keras GPU computing CUDA SQL
DevOps Docker Jenkins Git Jira
Cloud AWS
S3 | EC2 | ECS | Lambda
GCP
GKE | GCE | Cloud Run
Design HTML CSS Latex Photoshop