Halil Erdoğan
AI Engineer at INFINIT
Luxembourg
Summary
👤
Senior🎓
Top SchoolHalil Erdoğan is an AI Engineer with 8 years’ experience specializing in agentic AI systems, fintech risk, and high-throughput generative and predictive models. He advanced from intern to technical lead at Aiva Technologies, architecting transformer-based pipelines that scaled to 50,000+ MAU and processing 1M+ monthly items with 99.9% reliability while cutting latency and MTTR substantially. Comfortable across research and production, he has a track record of building scalable ETL, low-latency FastAPI services, microservices migrations, and observability stacks that supported fundraising and $1M ARR growth. His academic work and internships produced novel probabilistic and speech-segmentation methods later adopted in research projects, reflecting strong foundations in signal processing and inference. Now based in Luxembourg and currently at INFINIT, he blends research-grade modeling with pragmatic engineering to deliver robust, measurable business impact. A pragmatic tinkerer, he equally focuses on model reliability and system operability, surfacing insights through custom analytics to speed decision-making.
8 years of coding experience
5 years of employment as a software developer
Master's degree, Communication and Multimedia Engineering, Master's degree, Communication and Multimedia Engineering at University of Erlangen-NurembergBachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at Sabancı Üniversitesi
Turkish, English
Github Skills (73)
code-behind10
rio10
jupyter10
voice-activity-detection10
diarization10
speaker10
bokeh9
javascript9
overlapped-speech-detection9
altair9
ipywidgets9
music9
pyodide9
change-detection9
code-editor9
Programming languages (7)
Github contributions (5)
hedonistrh/TurkishMusicGeneration
Nov 2018 - Mar 2019
Contributions:42 commits, 7 PRs, 25 pushes in 4 months
hedonistrh/SpChangeDetect
Jul 2018 - Sep 2018
Contributions:68 commits, 135 pushes, 1 branch in 1 month
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