Taher Habib
Senior Data Scientist
Germany
Summary
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Senior🎓
Top SchoolTaher Habib is a Senior Data Scientist based in Germany with seven years of experience building scalable, production-grade machine learning systems for retail promotion optimization. At ALDI he combines deep analytical foundations with software engineering best practices—clean code, rigorous testing, reproducibility, and clear documentation—to bridge research and operational delivery. His background in computational neuroscience and interest in knowledge representation and reinforcement learning inform a principled approach to modeling and decision-making under uncertainty. Prior academic roles at Universität Osnabrück and applied research stints give him a strong grounding in both theory and experiment. He repeatedly translates complex analytics into high-impact, maintainable solutions that meet business constraints. Colleagues rely on him to make sophisticated models auditable and deployable rather than just publishable.
7 years of coding experience
5 years of employment as a software developer
Bachelor of Science - BS, Bachelor of Science - BS at St. Xavier's CollegeMaster of Science - MS, Master of Science - MS at Universität Osnabrück
Stackoverflow
93reputation
19kreached
3answers
0questions
Github Skills (42)
neuroevolution8
genetic8
stream8
echo8
temporal8
fill7
arima7
feature-selection7
feature-engineering7
aiml7
parameter-tuning7
pypi7
random-forest7
python7
sarimax6
Programming languages (2)
Github contributions (5)
TaherHabib/htm-sequence-learning
Sep 2020 - Mar 2022
A model of Temporal Working Memory based on Numenta's HTM that implicitly learns both short-term and long-term dependencies in the input stream.
Contributions:206 commits, 2 PRs, 203 pushes in 1 year 7 months
htmmemorydependencieslong-termnumenta
ljscfo/esn-neuroevolution
May 2019 - May 2022
Using neuroevolution to evolve echo state networks towards the edge of chaos
Contributions:61 commits, 1 PR, 60 pushes in 3 years
chaosneuroevolutionedgeevolveecho
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