Emrecan Çelik
Research Assistant at Istanbul Bilgi University
Istanbul, Istanbul, Turkey
Summary
👤
Senior🎓
Top SchoolEmrecan Çelik is a Cognitive Science MA and computer engineering graduate with 8 years of experience building applied NLP and ML solutions across academia and industry. He currently works as a Research Assistant at Istanbul Bilgi University teaching and administrating courses from data structures to software engineering while pursuing research that bridges computational methods and psychological insights. His industry work includes developing production-ready NLP tooling—labeling packages, transformer training scripts, and Python libraries—for enterprise platforms at Etiya and AREAL.ai. Emrecan’s background in psychology and hands-on experience with therapy-focused ML projects give him a distinctive perspective on human-centered language models and social-signal detection.
8 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Computer Engineering, 3,59, Bachelor's degree, Computer Engineering, 3,59 at Istanbul Bilgi UniversityHigh School Diploma, High School Diploma at İzmir Atatürk LisesiMaster of Arts - MA, Cognitive Science, 3,9, Master of Arts - MA, Cognitive Science, 3,9 at Boğaziçi University
English, Turkish
Github Skills (60)
sentence-embeddings10
multilingual10
sentence10
electra10
word-embeddings10
similarity10
roberta10
sentence-similarity10
natural-language-processing9
sts9
implicit9
collaborative-filtering9
matrix-factorization9
nlp9
clustering8
Programming languages (3)
Github contributions (5)
emrecncelik/sts-benchmark-tr
Aug 2021 - Jan 2022
Contributions:10 commits, 5 pushes in 5 months
emrecncelik/weighted-bert
Nov 2021 - Apr 2022
Nonofficial implementation of the paper A Text Document Clustering Method Based on Weighted BERT Model.
Contributions:28 commits, 10 PRs, 16 pushes in 5 months
pytorchnlptransformersnamed-entity-recognitionbert
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