Ousama Esbel
Tech And ML Lead at COMPREDICT
Darmstadt, Hesse, Germany
Summary
👤
Senior🎓
Top SchoolOusama Esbel is a Tech and ML Lead with 11 years of experience designing and shipping ML-driven software platforms in startup environments, currently architecting end-to-end services and directing research at COMPREDICT in Darmstadt. He combines hands-on full-stack and embedded deployment expertise—moving models from multivariate time-series research to vehicle ECUs and cloud APIs—with team mentorship and product-focused engineering. His background spans applied deep learning, statistical causation analysis, and building a secure “Algorithm Hub” to serve trained models in production. A published researcher with two pending ML/AI patents, he also reproduces noteworthy papers on GitHub, signaling a strong commitment to reproducible research and practical innovation.
11 years of coding experience
6 years of employment as a software developer
Technischen Universität DarmstadtSyrian Private University (SPU)Bachelor of Information Technology, Bachelor of Information Technology at Limkokwing University of Creative Technology
English, German, Arabic
Stackoverflow
7,715reputation
721kreached
146answers
40questions
emulation
top-1%
listview
top-5%
google-maps
top-1%
android
top-1%
Github Skills (153)
python10
cookiecutter10
deep-learning10
google-maps10
heroku10
emulation10
fundamentals10
django10
scikit10
statistics10
ml10
task-scheduler10
neural-network10
queue10
jupyter10
Programming languages (8)
Github contributions (5)
COMPREDICT-GmbH/ai-sdk-python
Feb 2019 - Jan 2023
Connect Python applications with COMPREDICT AI Core.
Contributions:15 releases, 17 reviews, 16 PRs in 4 years
python-applicationspythonmachine-learningai
uzi0espil/research-papers-implementation
Apr 2020 - May 2022
Implementing and summarizing interesting research papers in Machine Learning and Neural Network domain.
Contributions:64 commits, 8 PRs, 35 pushes in 2 years 1 month
interestingdeep-learningneural-networksmachine-learningneural-network
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