Roland Szabo
LLM Consultant at Tribe AI
Oradea, Romania
Summary
👤
Senior🎓
Top SchoolRoland Szabo is an LLM consultant and machine learning practitioner with 13 years of experience helping companies turn unstructured text into business value, from startups to Google. He advises and executes across the full ML lifecycle—problem discovery, data collection, model training, deployment and monitoring—specializing in NLP and computer vision and choosing pragmatic tradeoffs between simple tools like scikit-learn/fastText and advanced stacks like HuggingFace, TensorFlow and PyTorch. Currently leading AI efforts at Soft Fight and consulting through Gradient Ascent, he also contributes to open-source tooling such as the popular doccano annotation platform, improving back-end admin and data export reliability. Based in Oradea, Romania, Roland combines hands-on engineering and technical leadership with a trainer’s mindset, publishing practical AI insights via a newsletter and coaching teams to adopt sensible, production-ready ML solutions.
13 years of coding experience
7 years of employment as a software developer
Colegiul National Octavian GogaUniversitatea Babeș-Bolyai din Cluj-NapocaFR Certificate Granted, Seth Godin's Akimbo Workshops, FR Certificate Granted, Seth Godin's Akimbo Workshops at The Freelancer's Workshop
Romanian, Hungarian, English
Stackoverflow
11,404reputation
2.1mreached
8answers
4questions
rounding
top-1%
python
top-1%
Github Skills (24)
rounding10
back-end-development10
python10
django10
backend10
postgresql9
apidoc9
api9
database-migration8
database-migrations8
pip6
computer-vision6
multiprocessing6
portability6
easy-install6
Programming languages (12)
Github contributions (5)
doccano/doccano
May 2021 - Mar 2022
Open source annotation tool for machine learning practitioners.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:8 commits, 5 PRs, 6 comments in 9 months
Contributions summary:Roland primarily contributed to the back-end of the Doccano project. They implemented an admin interface for auto-labeling configurations and addressed issues related to database queries and migrations. Furthermore, the user fixed an issue with an import and addressed the handling of task statuses for data exports. They also made code formatting changes using Black.
nlppractitionerspythontext-annotationdataset
rolisz/Log
Sep 2015 - Nov 2019
Tool to process IM messages. With Python.
Contributions:52 commits, 4 PRs, 31 pushes in 4 years 2 months
pythonemailparsingpython3takeout-data
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