Open to opportunities

Mario Theuermann

@theuema

Message

Engineering professional passionate about developing software systems and exploring data analytics.

Austria

Message

What I'm looking for

Seeking a challenging role that leverages my skills in software engineering, data engineering and analytics, and/or machine learning, while providing opportunities for growth in project planning and management within collaborative, agile team environments.

My name is Mario, and I’m a passionate engineer who enjoys building software systems that integrate and automate data sources. My interests consist of both the technical aspects of software development and the process of extracting meaningful insights from data through statistical and machine learning methods. In addition to developing innovative solutions, I’m eager to improve, extend, and automate processes for existing systems in order to solve problems, elevate code quality, and enhance efficiency.

What motivates me is to advance further in software development and engineering practices while also expanding my expertise in data analytics, machine learning, and data visualization. Next to my technical abilities, I’m interested to hone leadership, project planning, and management skills within collaborative, agile team environments.

With over a decade in the semiconductor industry as a mechatronics engineer and years in diverse roles like software engineer, academic research assistant, and data scientist, I bring a robust background complemented by a Master’s degree in Software Engineering and Management from Graz University of Technology. My career includes contributions in academia and industry, emphasizing initiative, meticulous documentation, and the clear communication of complex ideas.

My current employer is SkySpecs, a leading provider of drone-based wind turbine inspection services and data analytics, where I’m responsible for developing and extending algorithms utilizing SCADA time-series data to address critical challenges in the wind industry, such as production loss assessments, pitch misalignment detection, performance analysis, and more, focusing on broad applicability and efficiency for large wind farm portfolios. As a member of the Data Science team with a background in software engineering, I’m actively involved in enhancing the software development process, improving code quality, and automating both data processing and data analysis pipelines.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

SKYSPECS

Jul 2023 - Present (1 year 10 months)

Develop and extend algorithms to address key challenges in the wind industry, such as the production loss assessment, pitch misalignment detection, performance analysis, and more, focusing on broad applicability and efficiency for large wind farm portfolios. Work primarily with Python, Pandas, Plotly, and Seaborn to develop and maintain data processing pipelines and visualize timeseries data.

Data Science Python Pandas Plotly Statistical Analysis Machine Learning

Research Assistant

JOANNEUM RESEARCH

Oct 2020 - Jun 2022 (1 year 8 months)

Engineer computer vision applications to enhance real-time object detection and pose estimation capabilities of a drone, using only imagery from its calibrated camera. Construct a robust data acquisition pipeline from a highly accurate infrared-based tracking system, utilizing the Robot Operating System (ROS), to generate a suitable dataset for algorithm development and testing.

Data Science Machine Learning Computer Vision Object Detection Pose Estimation ROS NVIDIA Jetson

Junior Developer

BYTEPOETS

Aug 2018 - Apr 2019 (8 months)

Build and maintain responsive websites and user interfaces using HTML and modern frameworks like Spring and Bootstrap, ensuring scalability, cross-platform compatibility, and optimal user experience. Design and develop mobile applications for iOS and Android platforms, focusing on seamless integration and robust functionality. Implement RESTful web services interfacing with various databases

HTML Spring Bootstrap Mobile App Development RESTful Web Services Couchbase SQL Jenkins Agile

Intern

IAIK

Aug 2017 - Nov 2017 (3 months)

Develop and optimize a custom Linux distribution tailored for specific applications using the Yocto Project. Implement encryption protocols to secure large parts of the system memory in a QEMU emulation environment, aiming to enhance data protection and security. Deploy custom Linux distribution images to ARM-based Xilinx Zynq7 Systems on Chip (SoC) and test system operation.

Linux Yocto Encryption QEMU Arm Xilinx Zynq7

Electrical Engineer

LAM RESEARCH

Sep 2012 - Sep 2014 (2 years)

Participate in the electrical assembly and prototyping of novel Lam-platform designs in Fremont, California. Support engineering activities such as design, test, modification, fabrication, and assembly of prototype electromechanical systems and experimental design circuitry. Conduct structured diagnostics and troubleshoot a broad range of hardware, software, and networking issues, ensuring system

Electrical Engineering Prototyping Troubleshooting Networking

Electrical/Test Engineer

LAM RESEARCH

Sep 2006 - Sep 2012 (6 years)

Perform, evaluate and supervise electrical assembly of SEZ and Lam Research etch platforms as well as special customer requests. Contribute improvements to the configuration and documentation of mechanical drawings, wiring diagrams, and internal test records.

Assembly