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Experienced Data Scientist AI/ML
Francesco Brundu
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
I love experimenting and testing new approaches in order to develop data driven solutions and solving challenging real world problems using data. I enjoy new and challenging tasks involving data analysis, modelling business needs and prototyping (advanced) machine learning and big data solutions. To deepen my data science skills, I keep learning new tools and taking online courses. Professional Data Scientist with a 2 years master's degree in Computer Science & ML with honors, University of Pisa.
Markets
United Kingdom
Links for more
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Language
English
Fluently
Italian
Fluently
Ready for
Larger project
Ongoing relation / part-time
Available
My experience
2019 - ?
job
Senior Data Scientist
Mars Petcare.
Data Analysis
Data Mining
Mars Petcare Global Data Science & Engineering
Software Design
- Customer analytics and insights to drive business decision and actions
Algorithms
- NLP on pet medical records (entity extraction, text classification, etc.) with LSTM, CNN,
- Sentiment analysis & entity extraction from customers reviews, spacy and spark-nlp
- Retail performance automation, KPI trees LANGUAGES
- Products bundling with SparkML and frequent patterns & TOOLS
- Tech: PySpark, Databricks, Keras, spacy, Python, SQL, deep learning Python, Pandas,
Sklearn, keras, H2O
Data Mining
Mars Petcare Global Data Science & Engineering
Software Design
- Customer analytics and insights to drive business decision and actions
Algorithms
- NLP on pet medical records (entity extraction, text classification, etc.) with LSTM, CNN,
- Sentiment analysis & entity extraction from customers reviews, spacy and spark-nlp
- Retail performance automation, KPI trees LANGUAGES
- Products bundling with SparkML and frequent patterns & TOOLS
- Tech: PySpark, Databricks, Keras, spacy, Python, SQL, deep learning Python, Pandas,
Sklearn, keras, H2O
Engineering, SparkML, Pyspark, Patterns, Software, Science, KPI, Keras, NLP, Software design, Spark, Design, Algorithms, Analytics, Automation, Deep learning, Data mining, Retail, Data Science, Data Analysis, Python, Sql
2018 - 2019
job
Data Scientist
Vodafone Group.
SQL
- Supporting and improving the performances of the EU local markets, by delivering personalised ENVIRONMENTS
machine learning based solutions. Using the python ecosystem for Data Science and pyspark. Linux - Windows - Mac
- Main projects including: churn, device recommendation, customer bundle usages prediction. Jupyter,
Azure - Databricks
- Supporting and improving the performances of the EU local markets, by delivering personalised ENVIRONMENTS
machine learning based solutions. Using the python ecosystem for Data Science and pyspark. Linux - Windows - Mac
- Main projects including: churn, device recommendation, customer bundle usages prediction. Jupyter,
Azure - Databricks
Sql, Python, Linux, Machine learning, Data Science, Azure, Mac, Windows, Science, Pyspark
2016 - 2018
job
Data Scientist
Jobsite.
PyCharm, Git
- Customer behaviour analytics and reports. Word, Excel,
- Design and development of a knowledge graph of companies layering multiple data sources and PowerPoint
OpenData (e.g. DBPedia, Companies House, LinkedIn ).
- The project provided an API to query a company structure like subsidiaries and related companies.
- Customer behaviour analytics and reports. Word, Excel,
- Design and development of a knowledge graph of companies layering multiple data sources and PowerPoint
OpenData (e.g. DBPedia, Companies House, LinkedIn ).
- The project provided an API to query a company structure like subsidiaries and related companies.
Design, Excel, Git, API, Powerpoint, Word, Linkedin, Analytics, Development
My education
2013
University of Pisa
Masters, Computer Science
Masters, Computer Science
n/a
Masters, 2 years' program (Minor in English)
Masters, 2 years' program (Minor in English)
University of Pisa
BSc, Computer Science
BSc, Computer Science
n/a
Bachelors, 3 years' program (Minor in Design)
Bachelors, 3 years' program (Minor in Design)
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