Silvia Magrelli

Silvia Magrelli

Mentor
5.0
(5 reviews)
US$20.00
For every 15 mins
7
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ABOUT ME
AI Software Engineer
AI Software Engineer

Hello, my name is Silvia, I have a proven track record of leading AI teams and experiments
from ideation to production, and I bring a unique blend of passion, curiosity, enthusiasm, practical expertise, and theoretical knowledge to my work.

I hold a Master of Science in Computer Engineering with a specialization in Artificial Intelligence and have over 10 years of experience in Computer Vision, Deep Learning and Machine Learning, spanning both academia (EPFL) and industry. My journey includes roles as a Research and Scientific Assistant in academia and contributions in to both large enterprises and startups in the industry.

I thrive on making complex ideas accessible and actionable, whether through mentoring, consulting, or delivering practical implementations.

If you are a student eager to learn the fundamentals of AI, improve your coding skills, or navigate the nuances of advanced machine learning concepts, I am here to help you.

For businesses and startups, I offer tailored solutions and expert insights to help you harness the power of AI and machine learning for your projects.

Zurich (+01:00)
Joined October 2024
EXPERTISE
10 years experience | 1 endorsement
9 years experience | 6 endorsements
10 years experience | 5 endorsements
5 years experience | 2 endorsements
10 years experience | 6 endorsements
5 years experience | 2 endorsements
5 years experience | 5 endorsements

REVIEWS FROM CLIENTS

5.0
(5 reviews)
David Bernhardt
David Bernhardt
February 2025
Recommend Silvia! She provided clear and structured explanations to my questions for me, as someone without much previous knowledge in the field, breaking down complex concepts like tokenization, transformers, attention mechanisms, and fine-tuning in an easy-to-understand way. My worries, about integrating LLM chatbots into my project were solved. Silvia is patient, knowledgeable, and passionate!
Rais Latif
Rais Latif
February 2025
I had the pleasure of taking two lessons with Silvia, and I couldn't be more impressed with her teaching approach. From the very beginning, she provided a clear and structured introduction to deep learning, making even complex topics feel accessible and engaging. After laying a solid foundation, she seamlessly introduced Convolutional Neural Networks (CNNs) and Transformer architectures, ensuring that I not only understood the theory but also how these models function in real-world applications. What stood out the most was her enthusiasm, clarity, and hands-on experience in programming. Her explanations were well-paced, interactive, and reinforced my understanding through practical examples and well-structured tutorials that made learning both intuitive and enjoyable. If you're looking for a knowledgeable and passionate instructor who can simplify deep learning and inspire curiosity, I highly recommend learning from Silvia!
Andrea Martini
Andrea Martini
February 2025
I had a great introductory session on FAANG interview preparation and Leetcode problem-solving strategies. Silvia provided clear explanations of the interview structure and outlined a strategic plan for mastering key algorithmic patterns and problem-solving approaches, including advanced deep learning and system design use cases. We discussed an effective study roadmap and worked through an example problem related to lung disease analysis, exploring potential applications of CLIPS and diffusion models. The session was interactive, well-structured, and tailored to my needs. Looking forward to more sessions
Koen Rotty
Koen Rotty
February 2025
The session with Silvia was incredibly insightful making complex topics such as neural networks, language models, deep learning and the latest machine learning algorithms both approachable and engaging. She provided an excellent balance of theory and hands-on practice, which helped solidify my understanding of how large language models work. We dove into the mechanics behind deep learning models, and the explanations were clear and accessible, making it easy to grasp advanced concept. I would highly recommend her to anyone looking to deepen their knowledge in AI, LLMs, and Deep Learning and how to apply the latest techniques to real-world applications.
Antoni G.
Antoni G.
February 2025
I had a really good session with Silvia, it was very informative and well prepared. Silvia was able to reply to all my questions and doubts in a clear and structured manner. Even though computer vision is not the easiest topic in computer science, she made it simple and understandable. I highly recommend Silvia to anyone willing to learn about computer vision and deep learning.
Matías Hernández
Matías Hernández
January 2025
Silvia is super knowledgeable about ML-related topics; you can clearly see she's both experienced and passionate about the subject. We had an initial lesson about AI concepts (neural networks, deep learning, etc). Her presentation was very well structured and easy to follow, and she answered all my questions with clarity. Looking forward to continuing learning with her!
EMPLOYMENTS
R&D Deep Learning Engineer
Freelance
2023-01-01-Present
Research on the connection between the latest results on Deep Learning and Neuroscience Training, Fine Tuning, Regularizing and Deployin...
Research on the connection between the latest results on Deep Learning and Neuroscience Training, Fine Tuning, Regularizing and Deploying Deep Neural Network for Computer Vision and Natual Language Processing tasks; Large Language Models (LLMs)
Python
C++
TensorFlow
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Python
C++
TensorFlow
PyTorch
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R&D Manager, Deep Learning Engineer
CSA Documents
2022-01-01-2022-12-01
Algorithm Design and Development in C++, Python of a Computer-Vision and Deep-Learning based framework for digitization quality-monitorin...
Algorithm Design and Development in C++, Python of a Computer-Vision and Deep-Learning based framework for digitization quality-monitoring and document-image processing in the fields of public administration, health care and cultural heritage. Research and Design of Deep Learning and Computer Vision algorithms for automating the creation of Building Information Models (BIMs) and for diagnosing buildings defeats in collaboration with Università degli Studi di Napoli Federico II
Python
C++
TensorFlow
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Python
C++
TensorFlow
PyTorch
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R&D Software Engineer - Deep Learning
Cortical Arts GmbH
2017-09-01-2021-12-01
Algorithm Design and Development in C++ and Python of a Computer-Vision and Deep-Learning-based document-processing framework for support...
Algorithm Design and Development in C++ and Python of a Computer-Vision and Deep-Learning-based document-processing framework for supporting the digitization and the management of medical records
Python
C++
View more
Python
C++
View more
PROJECTS
Deep Learning for Neuroscience
2023
Deep Learning
Deep Reinforcement Learning
Neural data analysis
Deep Learning
Deep Reinforcement Learning
Neural data analysis
Time Series Forecasting
2024
Python
PyTorch
Python
PyTorch