Portfolio

This is a compilation of some of my most relevant works.

• Code samples
• Publications and manuscripts
• Graduation project
• Community service and hobby projects
• Certificates

Experience

Work experience as data scientist/engineer (~3 years)

• Data Gathering, cleaning, feature extraction and storage (text, image, structured data)
  • Pandas
  • Apache Spark
  • Delta Lake
  • Scikit-learn
• Machine learning model development and optimization (machine vision, NLP, timeseries)
  • Tensorflow
  • Keras
  • Pytorch
  • Scikit-Learn
  • Spark-NLP
  • Spark-ML
  • Transformers
• Machine learning experimentation and serving to production
  • MLflow tracker
  • MLflow model registry
  • MLflow model serving
  • Nvidia Triton
• Data warehousing
  • Apache Hive on Databricks
  • Snowflake
• Development of Streaming Applications with Spark
  • Apache Kafka
  • Spark Streaming
• Microsoft Azure
  • Serverless applications with Azure Functions
  • Azure Machine Learning, Databricks, Cognitive Services, etc…
  • Azure Kubernetes Services
  • Azure Storage

Research experience (2 years)

• NLP (text classification)
• Machine vision (classification, segmentation, detection)
• Signals (EEG signals, biometrics)
• Academic Writing