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followers: 12.0 following: 12.0 repos: 39.0 gists: 0.0

Name: Konstantinos Giantsios

Type: User

Company: Atypon

Bio: MSc in Data and Web Science @ Aristotle University of Thessaloniki | Working @atypon

Location: Thessaloniki, Greece

Blog: https://www.linkedin.com/in/constantinos-giantsios/

Hello, I'm Kostas 👋

Machine Learning Engineer at Atypon/Wiley

About Me

I have completed my Bachelor's degree in Applied Informatics at UoM and my Master’s Degree in Data and Web Science at the School of Informatics of the AUTh. I am working as Machine Learning Engineer at Atypon, acquiring knowledge about recommendation systems and NLP. In the near future, I see myself working as a Machine Learning and in the long run, I see myself in a leading role within a data-driven company.

🌱 Technologies & Skills

Programming Languages: Python, Java, Scala (Beginner), R (Beginner)

Tools/Frameworks: TensorFlow 2.0, PyTorch, Apache Spark, Apache Beam, scikit-learn, Hugging Face, spaCy, Elasticsearch, MLflow, ONNX

Operating Systems: Linux, Ubuntu, macOS, Windows

Base technologies: REST, Microservices, Git, CI/CD, Maven, Docker/Compose, Apache JMeter, Flask, FastAPI, Google Cloud Platform (GCP)

DataBases: MySQL, PostgreSQL, MongoDB

Statistics/ Machine Learning: Regression (Ridge, Lasso, Logistic), Stochastic processes, Hidden Markov Models, Traditional Machine Learning (K-NN, Support Vector Machines, Decision Trees, Random Forest, Naïve Bayes, Boosting, Gaussian Mixture Models, KMeans, DBSCAN, CURE), Dimensionality reduction techniques (PCA, LDA, t-SNE, UMAP), Deep Learning (MLPs, CNNs, RNNs, Transformers)

📫 How to Reach Me

Email: [email protected]
LinkedIn: Konstantinos Giantsios

Konstantinos Giantsios's Projects

2048-puzzle

arrivalsanddepartures_client_server

Demonstrates the use of multithreading , ReadWrite Locks and Sockets to help writers and readers to write , alter , delete and read data from a server using TCP connection.

blocks_world

An Implementation of Blocks World problem with python. The blocks world is one of the most famous planning domains in artificial intelligence for more info (https://en.wikipedia.org/wiki/Blocks_world)

can-pytorch

catch-or-wait

cogian

concurrentcalculationofintegral

Demonstrates the use of multithreading,monitors and sockets to calculate an approximation of π using arithmetic integration.

content-based-recommendation-system-for-books

Content-based recommendation system .The data sets are from Book-Crossing (http://www2.informatik.unifreiburg. de/~cziegler/BX/)

detecting-toxic-comments-and-minimizing-of-unintetional-prejudice-using-neural-networks

This is my repository and all the code needed to complete my Bachelor thesis on the detection of toxic comments.

dns-server

This is a project for the course of Computer Netwroks. A simple DNS Server.

driver

8 puzzle solver This is an assignment .The goal of the assignment is to make a solver for any 8-puzzle cofinguration.

examsjan19

examssept18

finiteautomata

Implementation of Finite Automata(deterministic , non-deterministic and non-deterministic with ε transitions)

hashcode2k18

hashcode2k19

interpretable-multi-label-learning

keyword-extraction-with-greekbert

Keyword/Keyphrase extraction from greek biomedical text using BERT and a diversification method. We also created a novel greek biomedical dataset.

kgoe-prtoject5-rml_mapping-graphdb-rdf4j

ml_projects

mycamp

MyCamp is a Java project that helps in the operation of camps.

mydoctor

MyDoctor is a Java project that helps in the operation of hospitals ,specifically in the making of appointments and the drawing of different statistics.This project was created within the course of Software Engineering.We are students of the Department of Applied Informatics of the University of Macedonia.

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Hello, I'm Kostas 👋

About Me

🌱 Technologies & Skills

📫 How to Reach Me

Konstantinos Giantsios's Projects

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