Devrim Çavuşoğlu Email & Phone Number

• Instruction following LLMs, prompt engineering, textual embeddings, information retrieval. Exploring and developing usecases for customers in various fields including AI persona, retrieval from db, etc. all with natural language queries.• Working/developing a document structuring usecases with AI utilizing, instruction following LLMs and/or others.• Fault detection system using sensor data for unmanned vehicles.• Ongoing NLP project.• Open-source projects. Maintaining jury, and contributing to other projects. See https://github.com/obss• Data-Centric AI Competition work. See https://datacentricai.org/

•Developed a CLI tool for automation of the data science projects.•Improved EDA processes, and introduced dynamic solutions to static processes.•Developed a ranking system among advertising platforms, updated every 2 weeks.•Introduced data cleaning workers before data is stored, prepared ML-ready databases.•Developed and tested anti-fraud models which were then deployed into the production environment.•Moved EDA and ML processes to the cloud, mainly used Sagemaker at late terms.

Ankara, Turkey

•Have been worked under a research project, and published a paper by the study under the project.•Built an end-to-end machine learning system (NLP) where the learning system is predicting the type of the input document.•Implemented a REST API for a document classification application

Ankara, Turkey

•Worked with a Ministry’s export/import dataset.•First time using a big data, and explored relations among hundreds of features.•Implemented tree based classifiers on the dataset, for which the objective was to eliminate the less related paperwork and reduce the workloadfor the employees (multi-class classification).•Started coding up the modeling part in R, but could not finish it. Later it was used for testing purposes

Ankara, Turkey

•Learnt Python, common project patterns, etc.•Developed some codes as a module which is used for visualization domestically in company.•Learnt SQL and practically used with a real-life dataset.

Master'S Degree, Computer Engineering

Bachelor'S Degree, Statistics