Greetings all! Dear Dr. John Pavlopoulos, Dr. Ion Androutsopoulos, Mr. Stavros Vassos and Mr. Lefteris Loukas, My name is Dimitrios and the previous year I graduated from NKUA (National and Kapodistrian University of Athens), holding a BSc in Informatics & Telecommunications department. After a thorough examination of all the proposed projects, I've found your project the most interesting one (according to my research interest), with respect to all the other projects and mentors. I've been working as a Data Scientist for 1,5 year and also I've done my internship in NCSR Demokritos. Through my academic journey and personal projects, I've developed a strong foundation in advanced Python programming, Software Engineering, and mostly, Deep Learning for NLP, with practical experience. Some of my most relevant projects that you may find relevant are: 1. Sentiment Classifier using a *Bidirectional Stacked RNN*, with *LSTM/GRU* cells (from Applied Deep Learning on NLP tasks from *Dr. Manolis Koubarakis* University Course) 2. Document Retrieval System to return titles of scientific papers (from Applied Deep Learning on NLP tasks from *Dr. Manolis Koubarakis* University Course) 3. Truthfulness Multi-class Classification (Personal project, using a provided dataset from Satalia <https://www.satalia.com/>). 4. Tag Prediction / Multi-label Classification (Personal project, using a provided dataset from Kaggle <https://www.kaggle.com/code/miljan/predicting-tags-for-stackoverflow>). I'd be happy to invite you to my private repositories on Github and demonstrate you those projects. I am particularly drawn to the aspect of the project that involves utilizing recent LLMs, such as Meta's LLaMA2, Mistral Models, or the recent LLM, Gemma, with respect to the available computational resources, to innovate new methods for Greeklish-to-Greek conversion. Also, the work of GreekLex <https://psychology.nottingham.ac.uk/greeklex/greeklex1.html> could be helpful. I look forward to the possibility of discussing how I can contribute to the project further. Please feel free to contact me if you require any additional information or to arrange a meeting. My proposal will be submitted today. Thank you for considering my application. ---------------------------------------------------------------------------------------------------------------------- Contact info: - CV: https://drive.google.com/file/d/1YSkRCLOyXofIWkVts6PEnoHVCW14Lb2v/view?usp=sharing - Github: https://github.com/dfwteinos - LinkedIn: https://www.linkedin.com/in/dimitrios-foteinos-9008941b8/
---- Λαμβάνετε αυτό το μήνυμα απο την λίστα: Λίστα αλληλογραφίας και συζητήσεων που απευθύνεται σε φοιτητές developers \& mentors έργων του Google Summer of Code - A discussion list for student developers and mentors of Google Summer of Code projects., https://lists.ellak.gr/gsoc-developers/listinfo.html Μπορείτε να απεγγραφείτε από τη λίστα στέλνοντας κενό μήνυμα ηλ. ταχυδρομείου στη διεύθυνση <gsoc-developers+unsubscribe [ at ] ellak [ dot ] gr>.