Albert Villanova

- Agile management of a team of 20 people and 6 projects

- Industrial project for fall detection from accelerometer and gyroscope data

- Big Data market research project using employment data

- HR project for automatic extraction of core skills from CV text analysis

Data Analysis and Data Science on low-latency trading:

- Statistical analysis of trading platform performance

- Supervision of a master's thesis: "Latency Optimization: A Recurrent Neural Network Based Approach for High Frequency Time Series Prediction"

- Statistical analysis of trading signals

- Design, development, distribution and deployment of a Python package and a web service to access various market data sources and financial instrument code repositories

- Development of a natural language processing (NLP) solution to generate trading signals

Data Mining and Text Analytics in Python:

- Creation of a Python package for text analysis (Natural Language Processing): topic clustering, topic modeling, sentiment analysis, language detection, text normalization (spell correction), lemmatization, tag cloud, summaries, named entity recognition

- Creation of a web API with Flask (Python) to make text analysis functionalities accessible via RESTful web services

- Creation of a Python package for lead generation by filtering texts to find purchase intentions