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Ilaria Petreti
information retrieval engineer
machine learning engineer
machine learning engineer
Data Scientist, passionate about the world of Artificial Intelligence. She loves applying Data Mining and Machine Learning techniques to help companies making careful data-driven decisions and increase their efficiency.
Biography
After a first experience in the healthcare sector, she got a Master in Data Science, strongly believing in the power of Big Data and Digital Transformation. During her studies, she deepened Data Mining and Machine Learning techniques and became familiar with R and Python programming languages. As a Data Scientist, she also understood the impact that a well-designed visualisation can have at communicating an idea or an information and this was the reason she also obtained a Tableau Certification.
Currently, she is involved in several projects concerning Information Retrieval systems, Natural Language Processing and Java Language.
Expertise
Data Mining
Machine Learning
Learning to Rank
Phyton / R languages
Research Topics
✓ Information Retrieval
✓ Natural Language Processing
✓ Apache Solr/Lucene and Elasticsearch
Latest blog posts
- How to Deal with Too Many ‘object’ in Pandas from JSON Parsing
- How to manage large JSON efficiently and quickly: multiple files
- How to manage a large JSON file efficiently and quickly
- Drop Constant Features: a Real-world Learning To Rank Scenario
- A Learning to Rank Project on a Daily Song Ranking Problem – Part 4
- A Learning to Rank Project on a Daily Song Ranking Problem – Part 3
- A Learning to Rank Project on a Daily Song Ranking Problem – Part 2
Speaker at
- London Information Retrieval Meetup
– March 2021
– November 2020