Name: Konstantinos Kostis
Type: User
Company: Software Engineer @ Skroutz
Bio: BSc in Computer Science from AUEB.
Currently studying MSc in Data Science (AUEB)
Senior Software Engineer at an Ecommerce Company.
Location: Athens , Greece
Blog: https://gr.linkedin.com/in/kostiskonstantinos
Konstantinos Kostis's Projects
Projects for the course Artificial-Intelligence (BSc AUEB 2011)
:tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash
A set of python exercises regarding calculus for machine learning (as jupyter notebooks)
The CS50 final project - FilterMe: An intuitive client-side image processing webpage tool
Invenio digital library software
JThinkFreedom is a framework for mapping behaviors (detected through any source, from camera to audio, to EEG) to reactions (e.g., from a computer click to... pulling a lever).
A small (wannabe) deep-learning framework as an educational attempt
A simple Machine Learning framework written in Lua
A general purpose, efficient build server with support for incremental builds and caching.
Programming project of the course Machine Learning and Computational Statistics (MSc Data Science @ AUEB)
A small content-based recommendations system based on a CSV Netflix dataset
A sentiment analysis tool backed by N-Gram Graphs (as part of my internship during 2013)
Programming projects of the course Numerical Optimization and Large Scale Linear Algebra (MSc Data Science @ AUEB)
Assignments of the course Practical Data Science (MSc Data Science @ AUEB)
This is a simple medical search engine. It's written in java (JSP to be accurate) and relies on Apache's Lucene. This project was created for the Information Retrieval course.
Programming project of the course Large Scale Data Management (MSc Data Science @ AUEB)
Various utility functions and datatypes for SQLAlchemy.
A POS-Tagger using Multi-Layer Perceptron: Programming assignment of the course Text Analytics (MSc Data Science @ AUEB)
A POS-Tagger using Recurrent Neural Nets: Programming assignment of the course Text Analytics (MSc Data Science @ AUEB)
This is a simple web caching protocol that i created for my BSc thesis, 3 years ago.
Final Project deliverables (week-10) for the Python For Data Science course of UC San Diego (part of the MicroMasters Data Science degree)
The mini-project of Week 6 of UC San Diego - Python for data science course
This is the content i created for a small workshop on Artificial Intelligence and Machine Learning that was organized by Appsterdam Greece and SciFY
Zenodo overlay on top of Invenio (a full featured publications & data repository)
Special Zenodo operations branch of Invenio