İsmet Bayramoğlu Email and Phone Number

Avatar Project: Creating user's virtual avatar according to it's payment habits, last transactions and some other details, using various technologies.ATM Malfunction Detection: Using multi-modal models to detect malfuntions and physical defections on ATMs, automatically.Extracting Data from Unstructured Documents: Extracting personal data from unstructured, free-format data with LLMs. Tried most of the open-source LLMs on the market.Assitant GPT: Implementing GPT to use on our website, scraping and chunking data, then use the data itself to answer various questions.

Developed Machine Learning solutions in different topics such as:- Search Engine Design / Graph Search Algorithms- Question Detection / Answering / Generation in Turkish and English- NLP Projects with various technolohies, such as BERT, doc2vec, T5 etc.- Sequential Pattern Mining- Created an AutoML system for classification tasks.- Graph Networks / Node Embeddings- TabTransformer- Transformers4Rec- Time Series

- Text preprocessing (lemmatization, stopword removal etc.) and standardization of the input data for the models.- Developed document classification models using FastText.- Evaluated and compared the models' results and implemented new ideas (different architectures, literature review) for making improvements.- Experiments with the Transformers and Language Models (ERNIE & BERT) using transformers library.

Developed a web application with following technologies:- .NET Framework- .Net Core- Javascript- jQuery- AngularJS- SQL Server (2008)- MongoDB- Firebase (Using Firestore tool)

Developed web applications with Angular

Developed web applications with Angular5 and APIs with NodeJS