Muhammad Fawi
Senior Data Scientist
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolMuhammad Fawi is a Senior Data Scientist based in Berlin with over seven years of experience building AI-driven products and research-led solutions across healthcare, search, and fraud detection. He has founded and led a startup data science team, shipping production ML services (Docker/EC2) and advanced features like graph-embedding search with LSH, learning-to-rank, and reinforcement learning for value-driven exploration. His research pursuits span mitigating catastrophic forgetting in LLM fine-tuning and deep learning for cancer diagnostics, and he publishes and shares tutorials on his site MinimaTech. Comfortable from Bayesian hierarchical models to PyTorch-based deep learning and RAG/QLoRA fine-tuning, he blends strong mathematical instincts with pragmatic engineering. An early-career pharmaceutical background and hands-on sales analytics experience give him uncommon domain empathy for applied ML in regulated industries.
8 years of coding experience
7 years of employment as a software developer
Bachelor's degree Pharmaceutical Sciences, Bachelor's degree Pharmaceutical Sciences at Helwan University Cairo
English, Spanish, Arabic
Stackoverflow
131reputation
13kreached
2answers
2questions
Github Skills (33)
neuro-symbolic-learning10
backtracking10
logic-programming10
lempel-ziv10
prolog10
python9
collaborative-filtering9
neo4j9
cython9
csv9
compression8
symbolic-artificial-intelligence8
recommender-system8
excel8
python-modules8
Programming languages (3)
Github contributions (5)
MNoorFawi/lzhw
May 2020 - Oct 2021
Compression suite for data frames and tabular data files, csv, excel etc. Using LZHW algorithm.
Contributions:3 releases, 106 commits, 173 pushes in 1 year 4 months
compressioncsvdataframedataframesexcel
MNoorFawi/neo4j-and-postgresql-with-R
Jul 2018 - Oct 2021
Contributions:20 commits, 19 pushes, 1 branch in 3 years 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.