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During my tenure at Saurer Group and Leica Geosystems, I developed predictive models, automated testing frameworks, and collaborated with interdisciplinary teams to drive innovation. My role as an Embedded Software Engineer at MENU SYSTEM involved backend data analysis and algorithms for embedded systems, which honed my skills in extracting actionable insights from large datasets. My experience with C++, Python, and various data science tools, including Docker and DevOps practices, aligns well with the requirements for this role.…During my tenure at Saurer Group and Leica Geosystems, I developed predictive models, automated testing frameworks, and collaborated with interdisciplinary teams to drive innovation. My role as an Embedded Software Engineer at MENU SYSTEM involved backend data analysis and algorithms for embedded systems, which honed my skills in extracting actionable insights from large datasets. My experience with C++, Python, and various data science tools, including Docker and DevOps practices, aligns well with the requirements for this role.

Stefano I. Gianoli

Web Developer, Programmer, Data Scientist, +2

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During my tenure at Saurer Group and Leica Geosystems, I developed predictive models, automated testing frameworks, and collaborated with interdisciplinary teams to drive innovation. My role as an Embedded Software Engineer at MENU SYSTEM involved backend data analysis and algorithms for embedded systems, which honed my skills in extracting actionable insights from large datasets. My experience with C++, Python, and various data science tools, including Docker and DevOps practices, aligns well with the requirements for this role.…During my tenure at Saurer Group and Leica Geosystems, I developed predictive models, automated testing frameworks, and collaborated with interdisciplinary teams to drive innovation. My role as an Embedded Software Engineer at MENU SYSTEM involved backend data analysis and algorithms for embedded systems, which honed my skills in extracting actionable insights from large datasets. My experience with C++, Python, and various data science tools, including Docker and DevOps practices, aligns well with the requirements for this role.

Available to hire

During my tenure at Saurer Group and Leica Geosystems, I developed predictive models, automated testing frameworks, and collaborated with interdisciplinary teams to drive innovation. My role as an Embedded Software Engineer at MENU SYSTEM involved backend data analysis and algorithms for embedded systems, which honed my skills in extracting actionable insights from large datasets. My experience with C++, Python, and various data science tools, including Docker and DevOps practices, aligns well with the requirements for this role.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Beginner

Language

Italian

Fluent

English

Fluent

German

Advanced

Work Experience

Embedded Software Developer at Menu System AG

October 1, 2024 - December 1, 2025

Maintained and enhanced a customer-facing cloud service backend using Python, reducing system downtime by 10% through systematic bug resolution and code refactoring. Developed robust object-oriented designs for data acquisition and LTI model tuning, improving system efficiency by 10% and reducing error rates. Prototyped a Kalman Filter in Python for induction cookers, translating the algorithm into C to enhance control accuracy by 10%, reaching set point twice faster, without oscillations.

Software Engineer at Leica Geosystems part of Hexagon

May 1, 2023 - June 1, 2024

Developed software for machine control applications, enhancing system efficiency by 10% and reducing error rates. Implemented DevOps IAC practices using various build systems, virtualization, and containers, improving deployment speed by 10%. Collaborated in interdisciplinary, international, and decentralized development teams, ensuring seamless integration and project success. Supported tester team in introducing a new BDD framework, reducing costs and development speed by 10%.

Contractor - CMM testing at Hexagon Technology Center GmbH (HTC)

October 1, 2021 - April 1, 2023

New Coordinate Measuring Machine (CMM) testing, in a team of metrologists, testers, FW and SW developers. Interacting with early firmware API releases using Python scripts, to carry out measurements on calibrated artefacts.

Data Analyst at Saurer Intelligent Technologies AG (SITAG)

October 1, 2018 - July 1, 2020

Business data analytics, forecasting on SQL CRM database in Python. Sensor’s data qualification for anomalies detection in Python. Advanced Deep Learning for Textiles: Developed and implemented ANN-based solutions in MATLAB for the end-to-end analysis of textile patterns.

Project Collaborator at ETH Zurich, Institute of Biogeochemistry and Pollutant Dynamics

February 1, 2017 - September 1, 2018

Contribute to the development of a Graphical User Interface for the existing simulation routines as a cross platform desktop and web-based application, using Matlab.

Algorithm development specialist at Metrohm AG

November 1, 2011 - February 1, 2017

Care of algorithms for Titrators, Voltammeters and NIR/Raman instruments. Supporting Hardware and Software departments for the implementation of algorithms in embedded systems / PC. Implementation of a path-planning algorithm for a SCARA robot. NIR signal pre-treatment/multivariate calibration algorithms (PLS, MLR, SIMCA among others), migration from C++ to Matlab. Product: VisionAir. Development and testing of Matlab Coder Toolbox ready code. Implementation of Java / C# routines for importing/exporting calibration xml compressed data format. Able to work in geographically delocalized Scrum team (USA, RUS, DK). Development of an integration tests suite in support of the NIR spectroscopy algorithm migration to Matlab.