Emre Sefer Assoc. Prof. AI and Data Engineering Artificial Intelligence-based Stock Price Analysis and Prediction In this project with Matriks, we focus on deep learning-based price signal generation over their high-frequency and medium-frequency price data. We also use large language models over stock news and public filings to increase the prediction performance. emre-sefer4 An efficient real-time stock prediction exploiting incremental learning and deep learning,...

Emre Sefer Assoc. Prof. AI and Data Engineering Data Analytics via Artificial Intelligence In this project with Pegasus, we focus on data science-based solutions in the aviation industry. The topics range from ticket count prediction, luggage prediction, to flight route prediction. We mostly apply machine learning based techniques on novel aviation datasets in Pegasus.

Emre Sefer Assoc. Prof. AI and Data Engineering Portfolio Construction via Artificial Intelligence In this project with Kuveyt Turk, we design a quantitative fund managed by Artificial Intelligence. The automated fund uses time series-based deep learning techniques to make asset price predictions. The fund will select a mixture of assets from the US market, the Turkish stock exchange, gold, silver, etc. emre-sefer1 https://www.investopedia.com/terms/p/portfoliomanagement.asp