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Giannis Kapetangeorgis's Projects

artificial-intelligence-1 icon artificial-intelligence-1

Berkeley Pacman Projects (1 and 2), Depth First Search, Breadth First Search, Uniform Cost Search ,A* Search , Heuristic Functions ,Suboptimal Search, Minimax Algorithm, Alpha-Beta Pruning, Expectimax, Constraint Santisfaction Problems, RLFA CSP problem, Propositional Logic, First-order Logic

artificial-intelligence-ii_natural-language-processing icon artificial-intelligence-ii_natural-language-processing

Sentiment Classifier using: Softmax-Regression, Feed-Forward Neural Network, Bidirectional stacked LSTM/GRU Recursive Neural Network, fine-tuning on BERT pre-trained model. Question Answering using BERT pre-trained model and fine-tuning it on various datasets (SQuAD, TriviaQA, NewsQ, Natural Questions, QuAC)

compilers icon compilers

Implementation of a Compiler for MiniJava to LLVM, Implementation of a LL(1) parser for a calculator

data-mining icon data-mining

Movie Recommendation System๐ŸŽฅ , Fake News Detectionย ๐Ÿ—ž

linked-in-clone icon linked-in-clone

A professional networking web application, built on Spring Boot ๐Ÿƒ and Angular ๐ŸŽ.

operating-systems icon operating-systems

Unix OS, Process Creation, System Calls, Process Communication using Pipes and Signals, Shared Memory, Process Synchronization using POSIX Semaphores, Unix File System Manipulation,

parallel-systems-project icon parallel-systems-project

๐Ÿฆ–| Design, Development and Evaluation of Parallel Programs in MPI, Mpi + OpenMp Cuda Hybrid that implement the Jacobi with successive over-relaxation.

system-programming icon system-programming

Advanced Data Structures, Bash Script, Processes creation using system calls (fork/exec), Process communication via pipes, Use of low level I/O, Thread creation, Network Programming using sockets

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