Emre Ayan
Senior Data Scientist
Istanbul, Türkiye Turkey
Summary
👤
Senior🎓
Top SchoolEmre Ayan is a Senior Data Scientist with 8 years of experience specializing in NLP and applied deep learning, currently advancing LLM and core NLP initiatives at Trendyol in Istanbul. He builds in-house LLMs and LLM-driven products—covering multilingual representation learning, semantic vector search, topic extraction, sentiment analysis, and automated tagging—to directly improve e-commerce customer experience. His background in computer engineering and successive hands-on roles at STM and Trendyol reflect a strong grounding in information retrieval and production-grade NLP systems. Emre’s work blends research-grade methods with pragmatic engineering, enabling rapid delivery of models that serve internal stakeholders at scale. Notably, he has driven multilingual solutions and pragmatic embeddings-based search features that make noisy user-generated content more discoverable and actionable.
8 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Bilkent ÜniversitesiHigh School Diploma, High School Diploma at Ankara Atatürk Lisesi
Turkish, İngilizce
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (60)
pytorch10
python10
machine-learning10
tensorflow10
deep-learning10
natural-language-processing10
bert10
transformer10
speech-recognition10
nlp10
transformers9
seq2seq9
language-model9
jax9
transfer-learning8
Programming languages (3)
Github contributions (5)
tolgayan/cookiecutter-allpurpose-minimal-python
Dec 2021 - Feb 2022
Contributions:24 commits, 24 pushes, 1 branch in 1 month
tolgayan/tolgayan
Jan 2021 - Nov 2023
Contributions:32 pushes in 2 years 10 months
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