Federico Mantovani
Computer Science MSc Student, ETH Zürich
Zurich, Switzerland
Swiss and Italian nationality
05.12.1999
Education
Masters in Computer Science
ETH Zurich
Sep 2023 - Ongoing
Zürich, Switzerland
Major in machine intelligence with a minor in computer graphics
Computer Science BSc
ETH Zürich (and University of Edinburgh)
Sep 2019 - Feb 2023
Zürich, Switzerland
- Years 1-2: All standard ETH computer science BSc curriculum courses[1] + Russian I - III
- Semester 5: Visual Computing; Compiler Design; Data Science for Decision-Making; Dependency Structures and Lexicalized Grammars
- Semester 6 (exchange at University of Edinburgh): Operating Systems; Computer Security; Software Testing; Embedded Systems Lab
- Semester 7 Algorithms, Probability and Computing; Bachelor Thesis
Avg.
5.35 /
6.0
GPA
3.56 /
4.0
A-Level High School Diploma (Bilingual Curriculum)
Kantonsschule Rychenberg Winterthur
2012 - 2018
Winterthur, Switzerland
Spanish/English languages profile, applied mathematics elective
Avg.
5.5 / 6.0
5.5 / 6.0
Experience
Machine Learning Co-Op Intern
Sony Pictures Imageworks
Apr - Sep 2023
Montréal, Canada
Improve SPI's processes with the help of cutting-edge AI/ML models in the field of computer graphics and digital image processing
- Identify possible AI use-cases in pipeline
- Research, implement and test machine learning applications for fast cloth simulation
- Collaborate with respective teams to maximize effectivity
Machine Learning Research Project
Disney Research Studios
2022 - 2023
Zürich, Switzerland
- Bachelor thesis on the topic of automated lip-syncing
- Review, implement and augment machine learning papers
- Review of various deep learning architectures
- Work in a team of ML engineers and researchers to implement production-ready ML code
Student Teaching Assistant
ETH Zurich
2022 - 2023
Zürich, Switzerland
- Teaching assistant in "Systems Programming and Computer Architecture"
- Teach a class of 25 students
- Write and correct problem statements in the C and x86 Assembly programming languages
Game Developer Intern
Gbanga Millform AG
2018 - 2019
Zürich, Switzerland
- 10 month paid internship at Zurich-based VR/AR game studio Gbanga
- Game development with the Unity game engine and C#
- Developing VR/AR/XR experiences
- Contact with clients
Freelance Web, App and Game Developer
- Design and online distribution of game
ReTech
- Planning, development and design of
RentMe
service mobile app - Full-stack developer and maintainer of YMCA website www.ceviwie.ch and various related web applications
Student Association Work
Verein der Informatik Studierenden (VIS)
2019 - 2023
ETH Zurich
Graphic Designer
- Poster design at ETH VIS Design Committee (DesKo)
- Work with the Affinity tool suite
Frontend Engineer
2022 - 2023
ETH Zurich
- Develop and maintain various association websites with React.js
- Mentor other commission members
Skills
Disney Research, Sony Pictures Imageworks
Python
PyTorch
Tensorflow/Tensorboard
Bash
CI/CD
Git/GitLab
Student Association, Freelance Web/App Developer
Python
Django
Flask
HTML/CSS
JavaScript
TypeScript
Vue.js
React.js
PHP
MySQL
CI/CD
Git/GitLab
Game Developer Intern
C#
Unity 3D
Git/BitBucket
Software Testing
Prototyping
Education, Personal Interest, Other Skills
Windows Mixed Reality
Azure Object Anchors
C/C++
Java
Docker
Blender
Affinity Suite
Teaching/Mentoring
Linux
Languages
German
Native
Italian
Native
English
Near Native
French
Advanced
Spanish
Advanced
Russian
Intermediate
Achievements
Working Holiday in Canada
Work abroad for six months on a working holiday visa
Junior Swiss Game Developer Awards 2nd Place
My game
ReTechranked 2nd place at the Junior Swiss Game Developer Awards in 2019
YMCA Club Website Design and Development
Design, development and maintenance of the website
www.ceviwie.ch
Hobbies
YMCA Group Leader (CEVI)
Hiking
Graphic Design
Guitar
Programming
Mixology
Strengths
Curiosity to learn new things
Fast and independent learner
Perseverance and dedication
Experience abroad
Language summer courses in France, two-month journey through South America,
exchange semester in Edinburgh, working holiday in Canada