Welcome to my portfolio!
See the web page here
This is a compilation of some of my most relevant works.
- Code samples
- Publications and manuscripts
- Graduation project
- Community service and hobby projects
- Certificates
- 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
- NLP (text classification)
- Machine vision (classification, segmentation, detection)
- Signals (EEG signals, biometrics)
- Academic Writing