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

- 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