Giorgio Ruffa Email & Phone Number

Stoccolma, Stoccolma, Svezia

I work on RayIntelligence, the next-generation Oncology Analytics Platform.

Data Engineer, Machine Learning department.

Stoccolma, Svezia

Master Thesis Student in the Machine Learning Department

Madrid, Spagna

• As a data science intern, I mostly worked with our patented Visual Trending Technology; a powerful fingerprint-based system able to generate recommendations considering solely visual resemblance. I focused mainly on.
• Analysis of the performance of the product with a purely data-based approach by leveraging aggregated data provided by the customer. The net result was the development of a single scalar metric able to classify the.
• Creation of Dashboards and Visualizations of key performance metrics for our products. The dashboards were made using Kibana and Elasticsearch and were used directly by all the stakeholders in the company.
• Development of a pricing model to optimize recommendations results taking into account items' prices.
• Network and cloud infrastructure troubleshooting and debugging.Technology stack:python3, pandas, Elasticsearch, Kibana, AWS, bash, linux.

Milano, Italia

• Main projects:
• Studied the behavior of existing sound matching algorithms in constrainedscenarios in order to improve their performance. Used C++ to implementthe final algorithm and python+pandas+bash to simulate its behavior on.
• Developed Linux Embedded firmware for UHF RFID high performancereaders (Impinj SpeedwayTMseries). LLRP protocol was used to instruct thereader to write, read and lock UHF tags, always trough a non-blockingasynchronous.
• Written two Android libraries and a sample app to implement ourproprietary encrypted BT4 mesh protocol for home automation. Worked instrict collaboration with the project manager and the hardware engineer tocomplete.
• Implemented various ETLs to collect data from external services (Vodafoneand Telefonica SOAP API) as well as internal sources (logs, databases, hwmetrics) related to our IoT infrastructure. Created profiling metrics.

Milano, Italia

During a series of lectures on c++ programming at the department of Physics of the University of Milan, where I was both a student and a system administrator, I had the chance to meet Stefano Magni, CEO of Akerue srl. After some talks and good amount of hands-on/real-life problem solving, I was offered a part-time position as Junior Software Developer..

Milano, Italia

I was in charge of the maintenance, monitoring and upgrade of two diskless-root Debian-linux clusters.The first cluster was composed by 60 workstations used for didactic purposes (courses, lectures, training) by students and professors.The second cluster was a computational farm of 200+ CPU and 6 GPU used by the theoretical physics department of the.

Master Universitario, Data Science

Second year of a Master's Degree program with a major in Distributed Systems and Data Mining for Big Data and a minor in Entrepreneurship..

Master Universitario, Data Science

First year of a Master's Degree program with a major in Distributed Systems and Data Mining for Big Data and a minor in Entrepreneurship..

Bachelor Of Science (Bsc), Fisica

Activities and Societies: Laboratorio di Calcolo e MultimediaCoursework: • Mathematical Analysis • Linear Algebra • Quantum Physics •.