Aysegul Karcili Email & Phone Number

İstanbul, İstanbul, Tr

Istanbul, Turkey

ENTERPRISE INTELLIGENCE: - B2B project, prestige project of Huawei Turkiye - GPT-like Large Language Model development - Contributing to pretraining, instruction tuning and customer scenario finetuning - Owner of instruction tuning and microservice deployment - Involved in solution design and planning - Leading sub-team of 4 engineers - Hands-on work on training/prediction modules algorithm development - Completed many supportive models: dialect translation to Modern Standard Arabic, intent recognition, rewriting and security rejectionPETAL SEARCH & MAPS: - Huawei's search engine supporting major languages - Worked at Arabic NER model development - Ownership and hands-on work at every responsibility of the module, also a leading a fellow engineer - Managing Arabic-native Annotation Team to produce high quality dataAPP GALLERY RECOMMENDATION: - Recommendation engine for Huawei's application store - Participated in system integration of the project for two new regions - Managed communication and technical translation at the process - Took care of code reviews and debugs - Contributed to big data operations and task scheduling in a distributed environmentEVENT INSIGHT: - Unsupervised project for event detection on social media - Worked on all stages: design, implementation, experimentation, code review and debugging - Contributed to technical documentation and customer communication

Şişli, Istanbul, Turkey

- Worked for the largest law company of Turkiye, at the heart of huge amount of Turkish text data- Completion of various projects: NER-like token labeling task, document classification on court documents, information extraction from major court documents, sentence classification on real estate documents- Worked with different kinds of data formats: structured pure text, OCR-generated unstructured text and machine-generated structured PDFs- Performed data analysis, error analysis, data management tasks using SQL, RegEx and Linux command line- Deployed the outputs of my works to in-house production using Flask and Docker, with maintenance- Conducted the design and development of the entire project with a limited supervision (excluding the legal part) on the last project- Raised an intern, from the very beginning level to the level of taking major responsibilities on our projects

Istanbul, Turkey

Istanbul, Turkey

Master'S Degree, Mathematics Engineering

Applied Mathematics, Machine Learning, Computational Sciences and Engineering, Optimization, Cryptography, Numerical Analysis, Data.

Bachelor'S Degree, Mathematics Education

Logic, Plausible Reasoning, Game Theory, Macroeconomics, Microeconomics, Calculus, Algebra, Discrete Mathematics, Numerical Analysis.