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Hello World!

👋 Hi there, I'm Alviona Mancho,

a 22 y.o. senior undergraduate student @ Athens University of Economics and Business (AUEB), studying C.S. (dept. of Informatics).

💡Mostly Interested in Theoretical C.S. 🔍 Artificial Intelligence 🤖 Data Science 📊 Software Engineering 💻
🌱 I’m currently studying Machine Learning, Algorithms, Game Theory, Web Development
🎯 Eager to contribute to the advancement of computer science in the near future


🛠️ Languages and Tools :

Java  Python  Numpy  C  C++  PostgreSQL  R  HTML  CSS  JavaScript  MongoDB  NodeJS  Express 

Android 

Android Studio  IntelliJ Idea  Visual Studio  VSCode  Figma  Git  GitHub 



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Alviona Mancho's Projects

applied-probability-randomized-algorithms icon applied-probability-randomized-algorithms

This repository hosts a series of Interactive Python Notebooks (ipynb files) that cover topics related to applied probabilities and randomized algorithms. It includes simulations of processes, the results of which are compared with what is known from the relevant theory

black-jack-and-jill icon black-jack-and-jill

An alternative Black Jack game developed in C++ using SGG (Simple Game Graphics) Library

bst-text-analysis icon bst-text-analysis

Text word analysis and metrics for any custom .txt file provided, using algorithms and performing operations on Binary Search Trees (BST). Lots of BST algorithms are implemented

imdb-reviews-classification icon imdb-reviews-classification

Sentiment analysis performed on IMDb reviews using Logistic regression, Naive Bayes Bernoulli classifier and a biGRU RNN

maxpq-processor-task-assignment icon maxpq-processor-task-assignment

Task assignment to processors using a greedy approach. A Maximum Priority Queue is used for processors, and Heapsort algorithm is implemented to sort tasks. Statistical results are interpreted

reversi icon reversi

A Reversi (a.k.a. Othello) game developed in Java with Minimax alpha-beta pruning algorithm

sofari-ads-website icon sofari-ads-website

Sofari is a website built with HTML, CSS & JS that supports connection with MongoDB. It implements a simplified version of a classified ads search service.

stellar-classification icon stellar-classification

Stellar classification using a wide range of ML algorithms to perform dimensionality reduction, classification and clustering

theater icon theater

A theater seat reservation system in C using POSIX threads (pthreads) library for parallelism control via mutexes (Operating Systems course)

university-projects icon university-projects

Assignments and projects completed as part of my university courses at AUEB (2020-2024)

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