Manolis Stivaktas's Projects
๐๐ Successfully completed a Capture-The-Flag (CTF) challenge, as part of YS13 Cyber-Security class.
A machine learning system which takes a comment as an input and ranks it as offensive or non-offensive (neutral). To measure its effectiveness, the following classification algorithms were used: Naive Bayes, SVM and Random Forest.
๐๐ Evaluating the security (exploiting and fixing vulnerabilities) of Open eClass 2.3 (University of Athens) platform.
๐๐ A portfolio webpage, where you can catch up on Manolis Stivaktas and see his work. Created with HTML, CSS and JavaScript.
๐ฎ๐น๏ธ๐พ Created a pacman simulation in Python, as a part of Berkeley's University Artificial Intelligence course. Project is divided into two parts. Firstly a basic agent and multiple search algorithms are implemented. In the second part, problem became more complex, while designing intelligent multiagents.
๐๐ญ๐งโโ๏ธ Implemented a REST API that manages quotes, while supporting different CRUD operations.
๐ป๐ Projects for the course of System Programming. Gained knowledge on multithreading, inter process communication (named pipes), low-level I/O and network communication (Server-Client model).
๐๐๐จ๏ธ Developed multiple sentiment classifiers, experimenting with models (FFNN, LSTM, GRU, BERT) and word embeddings (TF-IDF, GloVe) for the Twitter dataset.
๐๏ธ ๐ฌ๐ท ๐ Redesigned the website of "Ministry of Labour and Social Affairs (Greece)". Both front-end (HTML & CSS) and back-end (PHP & MySQL) technologies were used.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent