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Name: Dimitris Tsirmpas

Type: User

Bio: I like playing around with data and building stuff.

Dimitris Tsirmpas's Projects

ai-algorithms

A collection of common AI algorithm implementations (N-queens, Othello, ID3 and decision forests).

A brief report exploring the impact of AI technologies on European citizens and the compliance challenges posed by the General Data Protection Regulation (GDPR), covering sections such as GDPR and AI interaction, privacy implications, democracy, discrimination, public and private sectors, transparency, and privacy-by-design.

athens-conceptual-model

A conceptual model written on OWL-RDF (w/ attached report) to be used for an online guide for urban areas. Focuses on the area around Syntagma Square.

coffee-ui

An Android application aiming to provide a modern, accesible UI to a standard, commerical coffee machine. Supports ingredient selection, schedule creation and management, video tutorials and TTS for accessibility.

college_analysis

A statistical study about US college admissions, featuring a full report in LaTeX.

computational_statistics

Fundemental ML algorithm mathematics, algebraic and Python implementations, data-based problem solving

cppautomationtools

Python scripts that generate various kinds of C++ header and source files according to YAML config files.

disruptive-science-study

Predicting the impact of scientific papers using traditional machine learning models and NLP

ds_lib

My personal data-science library.

economic-connectedness-repl-study

Replication study for the recent "Social Capital II: determinants of economic connectedness" paper

generic-eshop

Frontend, responsive e-shop development using vanilla JS.

graphlibraryforcsharp

A simple, modular graph library providing common interfaces, default implementations, serialization, access wrappers and algorithms for graphs

huffman-encoding-in-c

A program packing and unpacking text files using Huffman encoding into portable binary files.

hyperspectral-imaging

Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.

job-uber-android-app

An Android application which allows users to declare a need for various services (such as household chores, going to the supermarket, driving children to / from school) and other users to apply to fulfill them.

large-scale-data

Distributed computing for data science tasks, executed on a Ubuntu server.

large-text-nlp-survey

A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.

llms_prompting_annotation

Practical Data Science assignments relating to LLMs, prompting and annotation tasks.

longsum0_dict_learning

Long-Span Summarization

messagingapp

A Distributed System following the Publisher - Subscriber pattern. Also includes an Android Application that acts as a client, sending and receiving messages, and a local file system for persistence.

mini-python-compiler

A project implementing a compiler for the 'Mini Python' programming language.

numerical-optimization

Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems

numpy-mlp-classifier

Implementing a logistic regression and neural network models with batch stochastic gradient descent using numpy

oop-testing-research-paper

A research paper written for, and presented in, the "Verification, Validation and Maintainance of Software Systems" course of the Athens University of Economics and Business.

plagiarismdetection

A program that scans all text files in a given directory and finds the pairs that are more likely to have copied / plagiariazed text.

practical_data_science

Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.

short-recommender-survey

A very brief primer of Content Based vs Collaborative Filtering algorithms

simple-cad-tool

A simple, minimalistic Computer Aided Design (CAD) Tool written in Java. It creates and simulates circuits comprising of basic logic gates and also includes a Graphical User Interface (GUI).

skiplists

A project implementing common sorted data structures with Skip Lists in C#.

sport-repression-repl-study

A replication Study for the recent paper "International Sports Events and Repression in Autocracies: Evidence from the 1978 FIFA World Cup" paper.

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