Andrea Moscatelli
Verified Expert in Engineering
Machine Learning and AI Developer
Andrea is a mathematician-computer scientist who graduated with 110/110 at the University of Florence and has eight years of professional work experience as a software developer, six of which were in Geneva working as a staff member at CERN - The European Organization for Nuclear Research. Andrea is skilled in solving logical problems through the application of specific algorithms, with experience in artificial intelligence and machine learning techniques.
Portfolio
Experience
Availability
Preferred Environment
Eclipse, PyCharm
The most amazing...
...application I've developed can analyze a video and recognize the performed human actions with an accuracy of over 90%.
Work Experience
Full-stack Developer
Gucci
- Developed the Gucci product catalogue API, used all over the world by the partners to always be updated on the brand's products.
- Configured the needed AWS tools (ES, SQS, SNS) through Terraform scripts.
- Analyzed the behavior of the customers on the website and the related purchases to improve the web experience recommended articles.
Machine Learning Developer
Self-employed
- Developed an application capable of analyzing the stock market (classical or cryptocurrency-related) and suggest the right moment to buy or sell specific assets.
- Designed the entire application from data extraction to data manipulation ending to prediction model configuration.
- Applied dozens of machine learning algorithms and statistical analysis techniques.
Software Developer and SPS Particle Accelerator Operator
CERN
- Developed more than ten software applications for the CERN Control Centre, focused on helping the operators of five different particle accelerators.
- Developed part of the logic of the "Software Interlock System," the main logic software system aimed at protecting both the personnel of operations in highly radioactive areas and the machine itself.
- Configured and optimized the SPS particle accelerator for more than 600 days as the operator in charge and guarantor of the safety of both the personnel and the machine itself.
- Participated in a very dynamic and multicultural environment, managing and coordinating multiple requests from teams with entirely different backgrounds.
Software Developer
Hitech s.p.a.
- Implemented dozens of new features to help the doctors and the staff of five different hospitals manage patient appointments and visits.
- Tested all written code with the test framework JUnit.
- Maintained and fixed the bugs of three different hospital products (CupWeb, AcceWeb, and PsNet) used by hundreds in Italy.
Experience
Stock Market Predictor
Human Actions Recognizer
https://github.com/Andrea-moscatelli/tesiMagistraleCERN Software Interlock System
CERN Fast Extraction Interlock
Education
Master's Degree in Data Science
University of Florence - Florence, Italy
Certifications
Advanced Machine Learning: Deep Learning
Coursera
Machine Learning
Coursera
Skills
Libraries/APIs
TensorFlow, NumPy, Keras, Scikit-learn, Pandas, Matplotlib, PyTorch, SciPy
Tools
PyCharm, Seaborn, TensorBoard, MATLAB, Weka, Git, Jira, IntelliJ IDEA, BigQuery, Terraform
Paradigms
Data Science, Parallel Programming, Agile, Scrum
Frameworks
Swing, JUnit
Languages
Python, Java, XML, SQL, R, HTML, C++, PHP, CSS, Kotlin
Platforms
Jupyter Notebook, Eclipse, Linux, NVIDIA CUDA, Amazon Web Services (AWS)
Storage
MySQL, Datadog
Other
Machine Learning, Deep Learning, Algorithms, Computer Vision, Statistics, Data Mining, Control Systems, Clustering, Regression Modeling, Artificial Neural Networks (ANN), Classification Algorithms, Image Classification, Deep Neural Networks, Computer Vision Algorithms, Artificial Intelligence (AI), Bayesian Statistics, Internet of Things (IoT), Physics, Detectron2, PoseNet, Finance, Stock Market, Cryptocurrency
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