Andrés Marafioti Email & Phone Number

Berne, Switzerland

Bern, Berne, Switzerland

Zurich, Switzerland

🎮 Senior MLE | Building safer gaming communities through Unity's Safe Voice product. 🌐🚀 Playing a key role in developing and implementing ML solutions to combat in-game toxicity and enhance multiplayer experiences.🔬 Joined the project during its early prototype phase and played a pivotal role in shaping its growth through strategic planning and coding.🌟 Proudly contributed to the journey of reaching open beta status, promoting safer and more enjoyable gaming environments.

Aubonne, Vaud, Switzerland

In this temporary full-time position, I lead the development of a multi-sensor vision system to tackle the creation of a dataset with hundreds of videos from ex-vivo labs. I applied computer vision algorithms to calibrate stereo cameras for 3D vision and projected data from the third sensor to the 3D space. Finally, I Implemented and evaluated two ML algorithms aimed at being used in the DaVinci robot.

Bern, Berne, Switzerland

Research on computer vision algorithms for surgical scene perception published on MICCAI.Mentored three students from ETH, UniBE, and UNTREF.Supervisor: Prof. Raphael Sznitman

Vienna, Austria

Developed machine learning algorithms for audio generation. Published on industry-leading conferences such as ICML and Q1 journals such as IEEE's TSP, JSTSP, and TASLP.Organized the coding challenge for the Austrian Academy of Sciences' AI summer school. Member of the Machine learning, and the Mathematics and signal processing group.Thesis Advisor: Dr. Robert HöldrichCo-advisor: Dr. Piotr MajdakProject Leader: Dr. Nicki Holighaus

During my tenure as a Software Engineer within a six-member Agile team, I significantly contributed to the development of a consumer application. My key responsibilities included:Architecting and developing critical components, enhancing both functionality and user engagement for a consumer-facing application.Leading the GUI design and implementation using PySide (Qt) within an MVP framework, which resulted in a markedly improved user experience.Developing and maintaining robust backend modules, mainly in Python, and managing tasks such as database operations (SQL) and network connectivity (C++ and Python's TCP sockets).Overseeing database schema design and optimization, ensuring high standards of data integrity and system performance.Refactoring legacy code and introducing new features, effectively balancing the need for innovation with system stability and reliability.This role demonstrated my versatility in full-stack development, encompassing both user interface design and intricate backend functionalities, substantially contributing to the application's development and overall performance.

In this dynamic role, I led the development and delivery of comprehensive lectures and coding assignments, focusing primarily on Python, Matlab, and integral software tools such as Matplotlib, Scikit-learn, and NumPy. My responsibilities included creating engaging course materials that not only introduced students to the fundamentals of digital signal processing but also provided hands-on experience with these industry-standard tools. I was deeply involved in grading assignments, offering personalized feedback, and guiding students through complex concepts and practical applications.My promotion to Teaching Fellow in July 2016, after serving as a Teaching Assistant for two years, was a recognition of my growing expertise and increasing responsibilities. In this advanced role, I further honed my skills in student mentorship and the integration of cutting-edge software tools in education, contributing significantly to the academic and professional growth of my students.

I worked preparing the laboratories for lectures. This included calibrating the necessary equipment. I also taught students how to use oscilloscopes, signal generators, distorsimeters and LCR meters and supervised the development of printed circuit board.

Doctor Of Philosophy - Phd, Electrical And Electronics Engineering

Graduated with distinction Thesis: Exemplar-based audio inpainting in musical signals

Sound Engineer, Acoustics

Activities and Societies: Part of the Music Information Retrieval research group.Thesis: "Automatic identification of acoustical musical.

Ingénieur En Acoustique Et Vibrations, Mechanical Engineering

Semester abroad.