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Hi πŸ‘‹, I'm Dimitrios Mamakas

dmamakas2000

dimMamg13

  • πŸ”­ I’m currently working on IPO

  • 🌱 I’m currently learning Django

  • πŸ‘¨β€πŸ’» Some of my most important projects are available here

  • πŸ“ Check out my latest publication on ACL Anthology

  • πŸ’¬ Ask me about #AI #NLP #PyTorch

  • πŸ“« How to reach me [email protected]

  • πŸ“„ Know about my experiences resumelink

  • ⚑ Fun fact I've being coding for 5 years

Connect with me:

dimMamg13 dimitrios-mamakas-493931186 dimitris_mamakas

Languages and Tools:

android aws bootstrap c cplusplus csharp css3 django docker electron express gcp git graphql hadoop html5 java javascript kafka kubernetes linux matlab mongodb mysql nodejs opencv oracle pandas photoshop php postgresql postman python pytorch react scikit_learn seaborn spring sqlite tensorflow



dmamakas2000








dmamakas2000


dmamakas2000

Dimitrios Mamakas's Projects

cryptanalysis-python icon cryptanalysis-python

In this project, we experiment with the use of diverse cryptographic algorithms. First, we attempt to encrypt a plaintext message using the Vigenère Algorithm and a fixed-length encryption key. Afterward, we experiment with the decryption of the produced cipher using Kasiski's Method, as well as the Index of Coincidence statistical test.

dmamakas2000 icon dmamakas2000

Demo repository used to introduce myself to the public πŸ™‚

ethereum-sos-solidity icon ethereum-sos-solidity

In this repository, we implement a complicated version of the SOS-Game, in an Ethereum smart contract using Solidity. The contribution, splits into two APIs, which are finally combined to achieve the wanted functionality.

ipo icon ipo

This GitHub repository implements a novel approach for detecting Initial Public Offering (IPO) underpricing using pre-trained Transformers. The models, extended to handle large S-1 filings, leverage both textual information and financial indicators, outperforming traditional machine learning methods.

nllp-2022 icon nllp-2022

In this repository we generally experiment with the creation of Transformer-based models which use TF-IDF embeddings, for large legal document classification.

sql-injection-spring-security icon sql-injection-spring-security

This repository implements the scenario of a SQL injection attack on a custom web server, using the Spring-Security Framework version 6.1.2, Spring-Web, Gradle, PostgreSQL for the management of the created database, Lombok, Thymeleaf, and Guava.

web-radio icon web-radio

This repository refers to a custom-created multimedia streaming platform. A web-based music radio was developed using Node.js for the backend implementation of all servers, Bootstrap-5 framework for the frontend client-side design, and even more JavaScript modules.

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