Fábio Ferreira
Machine Learning Scientist at ELLIS Institute Tübingen
Karlsruhe, Baden-Württemberg, Germany
Summary
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Senior🎓
Top SchoolFábio Ferreira is a machine learning scientist with 11 years of experience applying deep learning and meta-learning to real-world systems, currently working on multilingual LLM post-training and evaluation at the ELLIS Institute. He completed a PhD focused on meta-learning and synthetic data for automated pretraining and finetuning and has strong hands-on experience deploying ML to resource-constrained and embedded automotive systems from a long tenure at Akkodis. Fábio’s background spans academia and industry—visiting research at Stanford, an AWS applied research internship on cost-aware meta-ensembles, and research in robotic perception—giving him a rare combination of theoretical rigor and production-oriented engineering. Based in Karlsruhe, Germany, he pairs high-performance computing and distributed training know-how with practical experience teaching and open course material development, reflecting a commitment to knowledge sharing. An electrical engineering and telecommunications foundation underpins his systems-thinking approach to ML model design and deployment.
11 years of coding experience
11 years of employment as a software developer
Master of Science Computer Science / Machine Learning, Master of Science Computer Science / Machine Learning at Karlsruhe Institute of Technology (KIT)Staatl. gepr. Techniker (Elektrotechnik) Electrical Engineering and Signal Processing, Staatl. gepr. Techniker (Elektrotechnik) Electrical Engineering and Signal Processing at Gottlieb-Daimler-Schule 2 SindelfingenDr. rer. nat. Machine Learning, Dr. rer. nat. Machine Learning at The University of FreiburgIT-Systemelektroniker (IHK) Telecommunications, IT-Systemelektroniker (IHK) Telecommunications at Deutsche Telekom AGBachelor of Science Computer Science (with distinction), Bachelor of Science Computer Science (with distinction) at Karlsruhe University of Applied SciencesComputer Science Machine Learning, Computer Science Machine Learning at Stanford University
German, English, Portuguese
Stackoverflow
833reputation
111kreached
4answers
5questions
Github Skills (125)
administrator10
plugin10
in-progress9
file-browser9
caddyserver9
google-api9
facebook-messenger-bot9
client-library8
mysql-client8
management8
browser8
javascript8
faunadb8
facebook8
js-client8
Programming languages (8)
Github contributions (5)
upframe/internships
Nov 2018 - Dec 2018
🍕 Find tech related internships at startups across europe and start hustling.
Contributions:67 commits, 6 PRs, 57 pushes in 23 days
reactinternships
fabiofcferreira/lottie-scale
Jul 2019 - May 2020
Small JS package to scale Lottie animations
Contributions:18 commits, 4 PRs, 17 pushes in 10 months
javascript-libraryanimationjavascriptscalelottie-animation
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